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TR-800
[ "Next", "comes", "the", "Speaker", "Adaptive", "Training", "(", "SAT", ")", "stage", ",", "whose", "outputs", "are", "aligned", "to", "lattices", "." ]
[ 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Next comes the Speaker Adaptive Training ( SAT ) stage , whose outputs are aligned to lattices . BIO tags:
O O O B-long I-long I-long O B-short O O O O O O O O O O
TR-801
[ "For", "instance", ",", "the", "topics", "discovered", "by", "a", "singular", "value", "decomposition", "(", "SVD", ")", "on", "a", "user", "-", "article", "interaction", "matrix", "meet", "this", "requirement", ",", "since", "they", "define", "topics", "as", "directions", "of", "maximum", "variance", "among", "users", "(", "represented", "as", "vectors", "with", "entries", "corresponding", "to", "articles", ")", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: For instance , the topics discovered by a singular value decomposition ( SVD ) on a user - article interaction matrix meet this requirement , since they define topics as directions of maximum variance among users ( represented as vectors with entries corresponding to articles ) . BIO tags:
O O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
TR-802
[ "This", "occurs", "especially", "in", "model", "-", "based", "Reinforcement", "Learning", "which", ",", "for", "the", "purposes", "of", "this", "paper", ",", "is", "more", "desirable", "than", "emulating", "model", "-", "free", "RL", "Deisenroth2011", "owing", "to", "its", "sample", "efficiency", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: This occurs especially in model - based Reinforcement Learning which , for the purposes of this paper , is more desirable than emulating model - free RL Deisenroth2011 owing to its sample efficiency . BIO tags:
O O O O O O O B-long I-long O O O O O O O O O O O O O O O O O B-short O O O O O O O
TR-803
[ "IoT", "applications", ",", "however", ",", "often", "measure", "physical", "phenomena", ",", "where", "the", "underlying", "physics", "(", "such", "as", "inertia", ",", "wireless", "signal", "propagation", ",", "or", "the", "natural", "frequency", "of", "oscillation", ")", "are", "fundamentally", "a", "function", "of", "signal", "frequencies", ",", "offering", "better", "features", "in", "the", "frequency", "domain", "." ]
[ 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: IoT applications , however , often measure physical phenomena , where the underlying physics ( such as inertia , wireless signal propagation , or the natural frequency of oscillation ) are fundamentally a function of signal frequencies , offering better features in the frequency domain . BIO tags:
B-short O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
TR-804
[ "The", "random", "forest", "regression", "(", "RFR", ")", "uniformly", "performs", "better", "than", "the", "support", "vector", "regression", "(", "SVR", ")", "for", "each", "type", "of", "features", "or", "the", "concatenation", "(", "-con", ")", "of", "three", "type", "of", "features", "." ]
[ 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The random forest regression ( RFR ) uniformly performs better than the support vector regression ( SVR ) for each type of features or the concatenation ( -con ) of three type of features . BIO tags:
O B-long I-long I-long O B-short O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O
TR-805
[ "The", "proposed", "technique", "is", "easy", "to", "implement", ",", "retrofits", "gracefully", "onto", "existing", "OS", "and", "application", "designs", "and", "I", "think", "is", "worthy", "of", "serious", "consideration", "by", "system", "vendors", ",", "especially", "if", "combined", "with", "a", "parallelised", "batch", "allocator", "API", "such", "as", "N1527", "currently", "before", "the", "ISO", "C1X", "programming", "language", "committee", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 1, 3, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The proposed technique is easy to implement , retrofits gracefully onto existing OS and application designs and I think is worthy of serious consideration by system vendors , especially if combined with a parallelised batch allocator API such as N1527 currently before the ISO C1X programming language committee . BIO tags:
O O O O O O O O O O O O B-short O O O O O O O O O O O O O O O O O O O O O O O B-short O O O O O O B-short I-short O O O O
TR-806
[ "Specifically", "the", "ST", "problem", "is", "a", "generalized", "version", "of", "the", "MST", "problem", "." ]
[ 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Specifically the ST problem is a generalized version of the MST problem . BIO tags:
O O B-short O O O O O O O B-short O O
TR-807
[ "CADe", "candidate", "locations", "are", "normally", "obtained", "by", "a", "candidate", "generation", "process", ",", "which", "requires", "very", "high", "(", "i.e.", ",", "close", "to", "100", ")", "sensitivity", "at", "high", "false", "positives", "per", "patient", "or", "volume", "(", "FPs", "for", "our", "lymph", "node", "or", "bone", "lesion", "data", "sets", "and", "FPs", "in", "colonic", "polyp", "cases", ")", "." ]
[ 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: CADe candidate locations are normally obtained by a candidate generation process , which requires very high ( i.e. , close to 100 ) sensitivity at high false positives per patient or volume ( FPs for our lymph node or bone lesion data sets and FPs in colonic polyp cases ) . BIO tags:
B-short O O O O O O O O O O O O O O O O O O O O O O O O O B-long I-long O O O O O B-short O O O O O O O O O O O O O O O O O
TR-808
[ "Therefore", ",", "we", "apply", "Amazon", "Mechanical", "Turk", "(", "AMT", ")", "to", "collect", "question", "and", "answer", "pairs", "." ]
[ 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Therefore , we apply Amazon Mechanical Turk ( AMT ) to collect question and answer pairs . BIO tags:
O O O O B-long I-long I-long O B-short O O O O O O O O
TR-809
[ "In", "some", "projects", ",", "different", "program", "versions", "used", "different", "Java", "Development", "Kit", "(", "JDK", ")", "versions", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In some projects , different program versions used different Java Development Kit ( JDK ) versions . BIO tags:
O O O O O O O O O B-long I-long I-long O B-short O O O
TR-810
[ "The", "latent", "factor", "model", "based", "algorithms", ",", "Biased", "Matrix", "Factorization", "(", "BiasedMF", ")", ",", "Bayesian", "Probabilistic", "Matrix", "Factorization", "(", "BPMF", ")", ",", "and", "Weighted", "Regularized", "Matrix", "Factorization", "(", "WRMF", ")", ",", "shows", "different", "effect", "on", "the", "preference", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The latent factor model based algorithms , Biased Matrix Factorization ( BiasedMF ) , Bayesian Probabilistic Matrix Factorization ( BPMF ) , and Weighted Regularized Matrix Factorization ( WRMF ) , shows different effect on the preference . BIO tags:
O O O O O O O B-long I-long I-long O B-short O O B-long I-long I-long I-long O B-short O O O B-long I-long I-long I-long O B-short O O O O O O O O O
TR-811
[ "Weiterhin", "fand", "ein", "Vergleich", "zwischen", "HMMs", "und", "Factorial", "Hidden", "Markov", "Modellen", "(", "FHMMs", ")", "statt", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Weiterhin fand ein Vergleich zwischen HMMs und Factorial Hidden Markov Modellen ( FHMMs ) statt . BIO tags:
O O O O O O O B-long I-long I-long I-long O B-short O O O
TR-812
[ "This", "approach", "has", "been", "adopted", "for", "benchmarking", "the", "dependability", "of", "systems", ",", "such", "as", "different", "releases", "of", "the", "Windows", "OS", "with", "respect", "to", "faulty", "device", "driversduraes2002characterization", "and", "different", "web", "servers", "with", "respect", "to", "faults", "in", "the", "underlying", "OSduraes2004:generic", "-", "faultloads", "." ]
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acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: This approach has been adopted for benchmarking the dependability of systems , such as different releases of the Windows OS with respect to faulty device driversduraes2002characterization and different web servers with respect to faults in the underlying OSduraes2004:generic - faultloads . BIO tags:
O O O O O O O O O O O O O O O O O O O B-short O O O O O O O O O O O O O O O O O O O O O
TR-813
[ "Besides", ",", "we", "use", "a", "residual", "atrous", "spatial", "pyramid", "pooling", "(", "ASPP", ")", "module", "to", "extract", "multi", "-", "scale", "features", "and", "enlarge", "receptive", "fields", "." ]
[ 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Besides , we use a residual atrous spatial pyramid pooling ( ASPP ) module to extract multi - scale features and enlarge receptive fields . BIO tags:
O O O O O O B-long I-long I-long I-long O B-short O O O O O O O O O O O O O
TR-814
[ "For", "the", "answer", "sentence", "selection", "task", ",", "mean", "average", "precision", "(", "MAP", ")", "and", "mean", "reciprocal", "rank", "(", "MRR", ")", "are", "utilized", "as", "the", "corresponding", "evaluation", "metrics", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: For the answer sentence selection task , mean average precision ( MAP ) and mean reciprocal rank ( MRR ) are utilized as the corresponding evaluation metrics . BIO tags:
O O O O O O O B-long I-long I-long O B-short O O B-long I-long I-long O B-short O O O O O O O O O
TR-815
[ "The", "obvious", "choice", "was", "to", "start", "from", "the", "Featherweight", "Java", "(", "FJ", ")", "calculus", ",", "which", "has", "been", "proposed", "in", "as", "a", "minimal", "core", "language", "for", "modelling", "the", "essential", "aspects", "of", "Java", "'s", "type", "system", "that", "are", "significant", "for", "the", "proof", "of", "type", "safety", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The obvious choice was to start from the Featherweight Java ( FJ ) calculus , which has been proposed in as a minimal core language for modelling the essential aspects of Java 's type system that are significant for the proof of type safety . BIO tags:
O O O O O O O O B-long I-long O B-short O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
TR-816
[ "The", "traffic", "going", "from", "the", "sensors", "through", "the", "IoT", "gateway", "and", "the", "overall", "data", "transmissions", "in", "the", "mesh", "network", "needs", "to", "be", "limited", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The traffic going from the sensors through the IoT gateway and the overall data transmissions in the mesh network needs to be limited . BIO tags:
O O O O O O O O B-short O O O O O O O O O O O O O O O
TR-817
[ "The", "performances", "of", "the", "MRC", ",", "ZF", "and", "MRC", "detectors", "are", "compared", "to", "that", "of", "the", "matched", "filter", "bound", "(", "MFB", ")", "detector", "." ]
[ 4, 4, 4, 4, 1, 4, 1, 4, 1, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The performances of the MRC , ZF and MRC detectors are compared to that of the matched filter bound ( MFB ) detector . BIO tags:
O O O O B-short O B-short O B-short O O O O O O O B-long I-long I-long O B-short O O O
TR-818
[ "The", "modern", "study", "of", "the", "limits", "of", "covert", "communications", "was", "initiated", "in", "and", "then", "addressed", "independently", "in", "for", "additive", "white", "Gaussian", "noise", "(", "AWGN", ")", "channels", ";", "these", "studies", "motivated", "significant", "further", "study", ",", "to", "rapidly", "characterize", "the", "performance", "of", "covert", "communications", "over", "discrete", "memoryless", "channels", "(", "DMCs", ")", "and", "AWGN", "channels", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 1, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The modern study of the limits of covert communications was initiated in and then addressed independently in for additive white Gaussian noise ( AWGN ) channels ; these studies motivated significant further study , to rapidly characterize the performance of covert communications over discrete memoryless channels ( DMCs ) and AWGN channels . BIO tags:
O O O O O O O O O O O O O O O O O O B-long I-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O O B-long I-long I-long O B-short O O B-short O O
TR-819
[ "For", "instance", ",", "sybil", "sensing", "SOs", "may", "release", "fake", "data", "to", "the", "smart", "object", "network", ",", "thus", "affecting", "its", "correct", "execution", "." ]
[ 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: For instance , sybil sensing SOs may release fake data to the smart object network , thus affecting its correct execution . BIO tags:
O O O O O B-short O O O O O O B-long I-long I-long O O O O O O O
TR-820
[ "Since", "these", "contracts", "use", "cryptocurrencies", "to", "reward", "participants", ",", "all", "interactions", "with", "these", "contracts", "are", "digital", ",", "hence", "ideal", "for", "self", "-", "improving", "AI", "systems", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Since these contracts use cryptocurrencies to reward participants , all interactions with these contracts are digital , hence ideal for self - improving AI systems . BIO tags:
O O O O O O O O O O O O O O O O O O O O O O O B-short O O
TR-821
[ "If", "the", "AI", "is", "interacting", "with", "its", "environment", ",", "and", "if", "the", "environment", "contains", "adversaries", "(", "which", "it", "usually", "does", ")", ",", "the", "AI", "'s", "learning", "may", "then", "be", "completely", "upset", "by", "a", "few", "modifications", "of", "the", "environment", "." ]
[ 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: If the AI is interacting with its environment , and if the environment contains adversaries ( which it usually does ) , the AI 's learning may then be completely upset by a few modifications of the environment . BIO tags:
O O B-short O O O O O O O O O O O O O O O O O O O O B-short O O O O O O O O O O O O O O O
TR-822
[ "With", "the", "help", "of", "MTCGs", ",", "all", "MTCDs", "can", "be", "successfully", "connected", "to", "the", "base", "station", "(", "BS", ")", "at", "the", "additional", "cost", "of", "energy", "consumption", "." ]
[ 4, 4, 4, 4, 1, 4, 4, 1, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: With the help of MTCGs , all MTCDs can be successfully connected to the base station ( BS ) at the additional cost of energy consumption . BIO tags:
O O O O B-short O O B-short O O O O O O B-long I-long O B-short O O O O O O O O O
TR-823
[ "In", "the", "case", "of", "the", "Lab", ",", "Narrow", "Corridor", ",", "and", "Lobby", ",", "a", "hybrid", "RF", "feature", "combining", "CTF", "+", "FCF", "produced", "the", "least", "error", "RMSE", ",", "whereas", "for", "the", "case", "of", "the", "Sports", "Hall", ",", "a", "primary", "RF", "feature", "based", "on", "FCF", "has", "the", "best", "performance", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 1, 4, 1, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 1, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In the case of the Lab , Narrow Corridor , and Lobby , a hybrid RF feature combining CTF + FCF produced the least error RMSE , whereas for the case of the Sports Hall , a primary RF feature based on FCF has the best performance . BIO tags:
O O O O O O O O O O O O O O O B-short O O B-short O B-short O O O O B-short O O O O O O O O O O O O B-short O O O B-short O O O O O
TR-824
[ "To", "address", "this", "issue", ",", "we", "propose", "a", "two", "-", "stage", "topology", "-", "aware", "machine", "learning", "framework", "(", "TALF", ")", ",", "which", "trains", "a", "graph", "embedding", "unit", "and", "a", "deep", "feed", "-", "forward", "network", "(", "DFN", ")", "jointly", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 2, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: To address this issue , we propose a two - stage topology - aware machine learning framework ( TALF ) , which trains a graph embedding unit and a deep feed - forward network ( DFN ) jointly . BIO tags:
O O O O O O O O O O O B-long I-long I-long I-long I-long I-long O B-short O O O O O O O O O O B-long I-long I-long I-long I-long O B-short O O O
TR-825
[ "In", "this", "paper", ",", "we", "proposed", "Transformation", "Encoder", "(", "TE", ")", "and", "Parallel", "Recurrent", "Neural", "Network", "(", "PRNN", ")", "for", "small", "and", "large", "scale", "datasets", "." ]
[ 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In this paper , we proposed Transformation Encoder ( TE ) and Parallel Recurrent Neural Network ( PRNN ) for small and large scale datasets . BIO tags:
O O O O O O B-long I-long O B-short O O B-long I-long I-long I-long O B-short O O O O O O O O
TR-826
[ "It", "presents", "the", "first", "unified", "application", "programmers", "interface", "(", "API", ")", "implementing", "and", "enabling", "use", "of", "these", "algorithms", "in", "a", "common", "framework", "." ]
[ 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: It presents the first unified application programmers interface ( API ) implementing and enabling use of these algorithms in a common framework . BIO tags:
O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O
TR-827
[ "We", "consider", "three", "distinct", "categories", "of", "real", "-", "world", "Linked", "Open", "Data", "(", "LOD", ")", "datasets", "from", "various", "domains", "to", "evaluate", "and", "ensure", "a", "wide", "applicability", "of", "our", "unsupervised", "type", "inference", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: We consider three distinct categories of real - world Linked Open Data ( LOD ) datasets from various domains to evaluate and ensure a wide applicability of our unsupervised type inference . BIO tags:
O O O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O
TR-828
[ "EWC", "is", "elastic", "weight", "consolidation", "byKirkpatrick2017OvercomingCF", "and", "EndtoEnd", "is", "End", "to", "End", "incremental", "learning", "bycastro2018eccv", "." ]
[ 1, 4, 0, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: EWC is elastic weight consolidation byKirkpatrick2017OvercomingCF and EndtoEnd is End to End incremental learning bycastro2018eccv . BIO tags:
B-short O B-long I-long I-long O O O O O O O O O O O
TR-829
[ "What", "can", "be", "done", "is", "to", "compute", "the", "Inverse", "Discrete", "Wavelet", "Transform", "(", "IDWT", ")", "for", "each", "level", ",", "and", "using", "them", "as", "the", "multiresolution", "representation", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: What can be done is to compute the Inverse Discrete Wavelet Transform ( IDWT ) for each level , and using them as the multiresolution representation . BIO tags:
O O O O O O O O B-long I-long I-long I-long O B-short O O O O O O O O O O O O O
TR-830
[ "One", "of", "the", "few", "modifications", "to", "achieve", "single", "-", "shot", "3D", "microscopy", ",", "for", "example", ",", "is", "by", "placing", "a", "diffractive", "optical", "element", "(", "DOE", ")", "in", "the", "Fourier", "plane", "of", "a", "standard", "microscope", "(", "Fig", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: One of the few modifications to achieve single - shot 3D microscopy , for example , is by placing a diffractive optical element ( DOE ) in the Fourier plane of a standard microscope ( Fig . BIO tags:
O O O O O O O O O O O O O O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O
TR-831
[ "In", "this", "paper", ",", "we", "propose", "Intent", "Driven", "Networking", "(", "IDN", ")", "as", "an", "alternative", "approach", "." ]
[ 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In this paper , we propose Intent Driven Networking ( IDN ) as an alternative approach . BIO tags:
O O O O O O B-long I-long I-long O B-short O O O O O O
TR-832
[ "The", "two", "main", "approaches", "are", "Transductive", "Conformal", "Prediction", "(", "TCP", ")", "vovk2013transductive", "and", "Inductive", "Conformal", "Prediction", "(", "ICP", ")", "papadopoulos2002inductive", "and", "they", "can", "be", "used", "for", "both", "classification", "and", "regression", "problems", "." ]
[ 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The two main approaches are Transductive Conformal Prediction ( TCP ) vovk2013transductive and Inductive Conformal Prediction ( ICP ) papadopoulos2002inductive and they can be used for both classification and regression problems . BIO tags:
O O O O O B-long I-long I-long O B-short O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O
TR-833
[ "The", "system", "is", "based", "on", "a", "grammar", "that", "describes", "both", "the", "parse", "rules", "of", "the", "input", "questions", "and", "the", "query", "composition", "elements", "for", "the", "RDF", "Data", "Query", "Language", "(", "RDQL", ")", "queries", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The system is based on a grammar that describes both the parse rules of the input questions and the query composition elements for the RDF Data Query Language ( RDQL ) queries . BIO tags:
O O O O O O O O O O O O O O O O O O O O O O O O B-long I-long I-long I-long O B-short O O O
TR-834
[ "In", "the", "past", "decade", ",", "deep", "learning", "(", "DL", ")", "models", ",", "e.g.", ",", "deep", "neural", "networks", "(", "DNNs", ")", ",", "have", "revolutionized", "classical", "ML", "on", "supervised", "classification", "tasks", "." ]
[ 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In the past decade , deep learning ( DL ) models , e.g. , deep neural networks ( DNNs ) , have revolutionized classical ML on supervised classification tasks . BIO tags:
O O O O O B-long I-long O B-short O O O O O B-long I-long I-long O B-short O O O O O B-short O O O O O
TR-835
[ "At", "first", "glance", ",", "computational", "fluid", "dynamics", "(", "CFD", ")", "solvers", "match", "perfectly", "to", "GPU", "resources", "because", "these", "solvers", "make", "intensive", "calculations", "and", "use", "relatively", "little", "memory", "." ]
[ 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: At first glance , computational fluid dynamics ( CFD ) solvers match perfectly to GPU resources because these solvers make intensive calculations and use relatively little memory . BIO tags:
O O O O B-long I-long I-long O B-short O O O O O B-short O O O O O O O O O O O O O
TR-836
[ "Visualisation", "of", "the", "predicted", "segmentations", "and", "correspondent", "ground", "truth", "(", "GT", ")", "from", "the", "baseline", "models", "and", "MV", "U", "-", "Net", "(", "all", "trained", "with", "10", "training", "subjects", ")", "on", "an", "apical", ",", "a", "mid", "-", "ventricular", "and", "a", "basal", "slice", "from", "one", "patient", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 1, 3, 3, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Visualisation of the predicted segmentations and correspondent ground truth ( GT ) from the baseline models and MV U - Net ( all trained with 10 training subjects ) on an apical , a mid - ventricular and a basal slice from one patient . BIO tags:
O O O O O O O B-long I-long O B-short O O O O O O B-short I-short I-short I-short O O O O O O O O O O O O O O O O O O O O O O O O
TR-837
[ "for", "TFN", "S+P", "and", "verbal", "S+P", ",", "for", "verbal", "S+P", "and", "LF", "S.", ")", "Unlike", "unimodal", "models", ",", "multimodal", "models", "benefit", "less", "from", "multi", "-", "task", "learning", "." ]
[ 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: for TFN S+P and verbal S+P , for verbal S+P and LF S. ) Unlike unimodal models , multimodal models benefit less from multi - task learning . BIO tags:
O B-short O O O O O O O O O B-short O O O O O O O O O O O O O O O O
TR-838
[ "Since", "TET", "is", "the", "same", "for", "s", "and", "is", "significantly", "improved", "(", "it", "is", "reduced", "by", "half", ")", "for", "s", ",", "this", "phase", "shift", "can", "be", "taken", "as", "the", "best", "value", ",", "for", "this", "strategy", ",", "to", "evacuate", "this", "particular", "building", "." ]
[ 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Since TET is the same for s and is significantly improved ( it is reduced by half ) for s , this phase shift can be taken as the best value , for this strategy , to evacuate this particular building . BIO tags:
O B-short O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
TR-839
[ "The", "fact", "that", "the", "HLF", "classifier", "performs", "well", ",", "despite", "its", "simplicity", ",", "can", "be", "justified", "by", "the", "fact", "that", "we", "are", "putting", "considerable", "physics", "knowledge", "into", "the", "the", "definition", "of", "the", "14", "high", "level", "features", "." ]
[ 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The fact that the HLF classifier performs well , despite its simplicity , can be justified by the fact that we are putting considerable physics knowledge into the the definition of the 14 high level features . BIO tags:
O O O O B-short O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
TR-840
[ "Though", "Goal", "Achievement", "Time", "(", "GAT", ")", "is", "not", "formally", "reported", "here", ",", "in", "general", ",", "we", "observed", "that", ",", "with", "genes", "with", "larger", "lookahead", "depth", ",", "GAT", "also", "reduces", ",", "compared", "to", "genes", "with", "smaller", "lookahead", "." ]
[ 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Though Goal Achievement Time ( GAT ) is not formally reported here , in general , we observed that , with genes with larger lookahead depth , GAT also reduces , compared to genes with smaller lookahead . BIO tags:
O B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O O O O B-short O O O O O O O O O O
TR-841
[ "We", "present", "a", "deep", "temporal", "convolutional", "neural", "network", "(", "CNN", ")", "that", "learns", "directly", "from", "various", "modalities", "through", "a", "multi", "-", "stream", "architecture", "(", "accelerometer", ",", "gyroscope", ",", "sound", "and", "phone", "state", "networks", ")", "." ]
[ 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: We present a deep temporal convolutional neural network ( CNN ) that learns directly from various modalities through a multi - stream architecture ( accelerometer , gyroscope , sound and phone state networks ) . BIO tags:
O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O O O O O O O O
TR-842
[ "To", "comprehensively", "describe", "the", "interference", ",", "a", "metric", "named", "Interference", "Factor", "(", "IF", ")", "is", "recommended", ",", "which", "is", "defined", "as", "a", "ratio", "of", "spatial", "distance", "and", "Interference", "Range", "(", "IR", ")", "between", "two", "nodes", ",", "and", "represents", "the", "effective", "channel", "separation", "level", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: To comprehensively describe the interference , a metric named Interference Factor ( IF ) is recommended , which is defined as a ratio of spatial distance and Interference Range ( IR ) between two nodes , and represents the effective channel separation level . BIO tags:
O O O O O O O O O B-long I-long O B-short O O O O O O O O O O O O O O B-long I-long O B-short O O O O O O O O O O O O O
TR-843
[ "Furthermore", ",", "we", "also", "use", "AutoRegressive", "Moving", "Average", "(", "ARMA", ")", "forecasting", "along", "with", "Model", "Predictive", "Control", "(", "MPC", ")", "for", "real", "-", "time", "implementation", "of", "the", "proposed", "optimization", "problem", "in", "the", "presence", "of", "uncertainty", "." ]
[ 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Furthermore , we also use AutoRegressive Moving Average ( ARMA ) forecasting along with Model Predictive Control ( MPC ) for real - time implementation of the proposed optimization problem in the presence of uncertainty . BIO tags:
O O O O O B-long I-long I-long O B-short O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O
TR-844
[ "The", "View", "-", "Fork", "-", "Join", "-", "Causal", "(", "VFJC", ")", "consistency", "with", "respect", "to", "the", "Consistency", "Availability", "Convergence", "(", "CAC", ")", "theorem", "in", "order", "to", "converge", "and", "access", "the", "replicas", "is", "presented", "." ]
[ 4, 0, 2, 2, 2, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The View - Fork - Join - Causal ( VFJC ) consistency with respect to the Consistency Availability Convergence ( CAC ) theorem in order to converge and access the replicas is presented . BIO tags:
O B-long I-long I-long I-long I-long I-long I-long O B-short O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O
TR-845
[ "proposed", "the", "ABS", "model", "which", "consisted", "of", "an", "attentive", "Convolutional", "Neural", "Network", "(", "CNN", ")", "encoder", "and", "an", "neural", "network", "language", "model", "decoder", "." ]
[ 4, 4, 1, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: proposed the ABS model which consisted of an attentive Convolutional Neural Network ( CNN ) encoder and an neural network language model decoder . BIO tags:
O O B-short O O O O O O B-long I-long I-long O B-short O O O O O O O O O O
TR-846
[ "In", "this", "manner", ",", "they", "formulate", "this", "problem", "as", "an", "integer", "linear", "programming", "(", "ILP", ")", "problem", ",", "to", "produce", "the", "optimal", "solution", "and", "study", "its", "empirical", "properties", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In this manner , they formulate this problem as an integer linear programming ( ILP ) problem , to produce the optimal solution and study its empirical properties . BIO tags:
O O O O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O
TR-847
[ "An", "acknowledgment", "will", "be", "sent", "from", "user", "upon", "receiving", "the", "update", "packet", "instantaneously", "and", "reach", "the", "BS", "without", "error", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: An acknowledgment will be sent from user upon receiving the update packet instantaneously and reach the BS without error . BIO tags:
O O O O O O O O O O O O O O O O B-short O O O
TR-848
[ "goodman2001bit", ",", "morin2005hierarchical", "proposed", "a", "Hierarchical", "Softmax", "(", "HS", ")", "that", "outputs", "short", "codes", "representing", "marginals", "of", "the", "conditional", "distribution", ",", "where", "the", "product", "of", "these", "marginals", "along", "a", "path", "in", "the", "tree", "approximate", "the", "conditional", "distribution", "." ]
[ 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: goodman2001bit , morin2005hierarchical proposed a Hierarchical Softmax ( HS ) that outputs short codes representing marginals of the conditional distribution , where the product of these marginals along a path in the tree approximate the conditional distribution . BIO tags:
O O O O O B-long I-long O B-short O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
TR-849
[ "In", "such", "use", "cases", ",", "it", "is", "important", "that", "an", "IoT", "service", "is", "capable", "of", "providing", "these", "data", "without", "delays", "independently", "of", "the", "targeted", "time", "interval", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In such use cases , it is important that an IoT service is capable of providing these data without delays independently of the targeted time interval . BIO tags:
O O O O O O O O O O O O O O O O O O O O O O O O O O O
TR-850
[ "that", "call", "signatures", "in", "DS2", "are", "rather", "skewed", ":", "a", "small", "number", "of", "top", "-", "ranking", "alters", "get", "a", "disproportionate", "share", "of", "communications", "." ]
[ 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: that call signatures in DS2 are rather skewed : a small number of top - ranking alters get a disproportionate share of communications . BIO tags:
O O O O B-short O O O O O O O O O O O O O O O O O O O
TR-851
[ "We", "then", "employ", "two", "schemes", "to", "approximately", "infer", "the", "latent", "variable", ":", "maximum", "a", "posteriori", "(", "MAP", ")", "or", "sampling", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: We then employ two schemes to approximately infer the latent variable : maximum a posteriori ( MAP ) or sampling . BIO tags:
O O O O O O O O O O O O B-long I-long I-long O B-short O O O O
TR-852
[ "Originally", "designed", "for", "sharing", "transcript", "information", "one", "marker", "at", "a", "time", ",", "the", "method", "has", "been", "extended", "to", "a", "mixture", "over", "markers", "(", "MOM", ")", "model", "that", "uses", "the", "EM", "algorithm", "to", "assign", "probabilities", "that", "a", "transcript", "correlates", "to", "each", "marker", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Originally designed for sharing transcript information one marker at a time , the method has been extended to a mixture over markers ( MOM ) model that uses the EM algorithm to assign probabilities that a transcript correlates to each marker . BIO tags:
O O O O O O O O O O O O O O O O O O O B-long I-long I-long O B-short O O O O O B-short O O O O O O O O O O O O
TR-853
[ "It", "is", "worth", "noticing", "that", "most", "of", "the", "RNN", "variants", ",", "such", "as", "the", "gated", "recurrent", "unit", "(", "GRU", ")", "and", "soft", "attention", "mechanism", ",", "can", "be", "used", "as", "a", "generator", "in", "SeqGAN", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: It is worth noticing that most of the RNN variants , such as the gated recurrent unit ( GRU ) and soft attention mechanism , can be used as a generator in SeqGAN . BIO tags:
O O O O O O O O B-short O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O B-short O
TR-854
[ "This", "is", "where", "Deep", "Learning", "(", "DL", ")", "has", "explicit", "advantages", "over", "conventional", "algorithms", "in", "scenarios", "of", "processing", "data", "that", "is", "unstructured", "." ]
[ 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: This is where Deep Learning ( DL ) has explicit advantages over conventional algorithms in scenarios of processing data that is unstructured . BIO tags:
O O O B-long I-long O B-short O O O O O O O O O O O O O O O O
TR-855
[ "As", "illustrated", "by", "the", "comparison", "to", "the", "IB", "baseline", ",", "this", "improvement", "is", "obtained", "only", "when", "carefully", "incorporating", "this", "synthetic", "experience", "via", "a", "short", "horizon", "and", "the", "TD-", "trick", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 3, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: As illustrated by the comparison to the IB baseline , this improvement is obtained only when carefully incorporating this synthetic experience via a short horizon and the TD- trick . BIO tags:
O O O O O O O B-short O O O O O O O O O O O O O O O O O O O B-short I-short O
TR-856
[ "When", "a", "dataset", "is", "loaded", "by", "Spark", ",", "it", "becomes", "an", "immutable", "Resilient", "Distributed", "Data", "(", "RDD", ")", "collection", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: When a dataset is loaded by Spark , it becomes an immutable Resilient Distributed Data ( RDD ) collection . BIO tags:
O O O O O O O O O O O O B-long I-long I-long O B-short O O O
TR-857
[ "In", "the", "first", "stage", ",", "images", "are", "processed", "using", "a", "feature", "extractor", "(", "e.g.", ",", "VGG", ",", "MobileNet", ")", "called", "the", "Region", "Proposal", "Network", "(", "RPN", ")", "and", "simultaneously", ",", "some", "intermediate", "level", "layers", "(", "e.g.", ",", "\"", "conv5", "\"", ")", "are", "used", "to", "predict", "class", "bounding", "box", "proposals", "." ]
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acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In the first stage , images are processed using a feature extractor ( e.g. , VGG , MobileNet ) called the Region Proposal Network ( RPN ) and simultaneously , some intermediate level layers ( e.g. , " conv5 " ) are used to predict class bounding box proposals . BIO tags:
O O O O O O O O O O O O O O O B-short O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O O O O O O O
TR-858
[ "Different", "from", "existing", "LF", "networks", "where", "only", "part", "of", "SAIs", "are", "stacked", "as", "inputs", ",", "we", "stacked", "all", "SAIs", "along", "the", "channel", "dimension", "(", ",", "channels", "for", "RGB", "SAIs", ")", "to", "use", "as", "much", "information", "as", "possible", "since", "LF", "-", "DeOcc", "highly", "depends", "on", "the", "information", "of", "occluded", "objects", "." ]
[ 4, 4, 4, 1, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 1, 3, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Different from existing LF networks where only part of SAIs are stacked as inputs , we stacked all SAIs along the channel dimension ( , channels for RGB SAIs ) to use as much information as possible since LF - DeOcc highly depends on the information of occluded objects . BIO tags:
O O O B-short O O O O O B-short O O O O O O O O B-short O O O O O O O O B-short I-short O O O O O O O O O B-short O B-short O O O O O O O O O
TR-859
[ "Adversarial", "risk", "analysis", "(", "ARA", ")", "(", ")", "was", "proposed", "to", "address", "the", "shortcomings", "of", "both", "the", "game", "theory", "and", "risk", "analysis", "approaches", "." ]
[ 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Adversarial risk analysis ( ARA ) ( ) was proposed to address the shortcomings of both the game theory and risk analysis approaches . BIO tags:
B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O O
TR-860
[ "Sampling", "Bias", "in", "Deep", "AL", ":", "Deep", "active", "learning", "approach", "adapt", "the", "above", "framework", "to", "the", "training", "of", "DNNs", "on", "large", "data", "." ]
[ 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Sampling Bias in Deep AL : Deep active learning approach adapt the above framework to the training of DNNs on large data . BIO tags:
O O O O B-short O O O O O O O O O O O O O B-short O O O O
TR-861
[ "This", "work", "is", "partially", "supported", "by", "the", "Maria", "de", "Maeztu", "Programme", "(", "MDM-2015", "-", "0502", ")", "and", "by", "the", "European", "Research", "Council", "under", "the", "European", "Union", "'s", "Seventh", "Framework", "Program", ",", "as", "part", "of", "the", "CompMusic", "project", "(", "ERC", "grant", "agreement", "267583", ")", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: This work is partially supported by the Maria de Maeztu Programme ( MDM-2015 - 0502 ) and by the European Research Council under the European Union 's Seventh Framework Program , as part of the CompMusic project ( ERC grant agreement 267583 ) . BIO tags:
O O O O O O O O O O O O O O O O O O O B-long I-long I-long O O O O O O O O O O O O O O O O B-short O O O O O
TR-862
[ "He", "was", "a", "programmer", "and", "analyzer", "in", "exploration", "directorate", "section", "at", "National", "Iranian", "Oil", "Company", "(", "NIOC", ")", "and", "Tidewater", "Co.", "in", "Iran", "from", "2008", "-", "2013", ",", "respectively", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: He was a programmer and analyzer in exploration directorate section at National Iranian Oil Company ( NIOC ) and Tidewater Co. in Iran from 2008 - 2013 , respectively . BIO tags:
O O O O O O O O O O O B-long I-long I-long I-long O B-short O O O O O O O O O O O O O
TR-863
[ "In", "the", "homogeneous", "threshold", "setting", ",", "under", "the", ",", "the", "honest", "strategy", "is", "a", "perfect", "cooperative", "equilibrium", "(", "PCE", ")", "for", "all", "agents", ",", "and", "the", "achieves", "a", "zero", "regret", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In the homogeneous threshold setting , under the , the honest strategy is a perfect cooperative equilibrium ( PCE ) for all agents , and the achieves a zero regret . BIO tags:
O O O O O O O O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O
TR-864
[ "Furthermore", ",", "we", "comprehensively", "evaluate", "our", "proposed", "RRC", "method", "on", "200", "test", "images", "from", "the", "Berkeley", "Segmentation", "dataset", "(", "BSD)(The", "denoising", "results", "of", "our", "proposed", "RRC", "method", "for", "BSD", "200", "dataset", "is", "available", "at", ":", "https://drive.google.com/open?id=1qiuqPEAza1mF-9nR5nhXFtS8Z2kHUcb", ".", ")", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Furthermore , we comprehensively evaluate our proposed RRC method on 200 test images from the Berkeley Segmentation dataset ( BSD)(The denoising results of our proposed RRC method for BSD 200 dataset is available at : https://drive.google.com/open?id=1qiuqPEAza1mF-9nR5nhXFtS8Z2kHUcb . ) . BIO tags:
O O O O O O O B-short O O O O O O O B-long I-long I-long O O O O O O O O O O B-short O O O O O O O O O O
TR-865
[ "The", "field", "of", "Systems", "Engineering", "(", "SE", ")", "aims", "to", "find", "solutions", "how", "to", "realize", "such", "systems", "successfully", "." ]
[ 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The field of Systems Engineering ( SE ) aims to find solutions how to realize such systems successfully . BIO tags:
O O O B-long I-long O B-short O O O O O O O O O O O O
TR-866
[ "For", "each", "batch", "in", "training", ",", "we", "draw", "10", "of", "training", "examples", "from", "this", "TTS", "set", "and", "90", "of", "examples", "from", "the", "real", "-", "audio", "training", "set", "described", "above", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: For each batch in training , we draw 10 of training examples from this TTS set and 90 of examples from the real - audio training set described above . BIO tags:
O O O O O O O O O O O O O O B-short O O O O O O O O O O O O O O O
TR-867
[ "[", "BDMA", "]", "Beam", "Division", "Multiple", "Access", "." ]
[ 4, 1, 4, 0, 2, 2, 2, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: [ BDMA ] Beam Division Multiple Access . BIO tags:
O B-short O B-long I-long I-long I-long O
TR-868
[ "The", "paper", "then", "proposes", "a", "novel", "solution", ":", "the", "elimination", "of", "paged", "virtual", "memory", "and", "partial", "outsourcing", "of", "memory", "page", "allocation", "and", "manipulation", "from", "the", "operating", "system", "kernel", "into", "the", "individual", "process", "'", "user", "space", "-", "a", "user", "mode", "page", "allocator", "-", "which", "allows", "an", "application", "to", "have", "direct", ",", "bare", "metal", "access", "to", "the", "page", "mappings", "used", "by", "the", "hardware", "Memory", "Management", "Unit", "(", "MMU", ")", "for", "its", "part", "of", "the", "overall", "address", "space", "." ]
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acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The paper then proposes a novel solution : the elimination of paged virtual memory and partial outsourcing of memory page allocation and manipulation from the operating system kernel into the individual process ' user space - a user mode page allocator - which allows an application to have direct , bare metal access to the page mappings used by the hardware Memory Management Unit ( MMU ) for its part of the overall address space . BIO tags:
O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O
TR-869
[ "The", "COBRE", "(", "Centre", "for", "Biomedical", "Research", "Excellence", ")", "dataset", "are", "available", "for", "download", "from", "http://fcon_1000.projects.nitrc.org", "/", "indi", "/", "retro", "/", "cobre.html", "under", "the", "Creative", "Commons", "CC", "BY", "-", "NC", "license", "." ]
[ 4, 1, 4, 0, 2, 2, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 1, 4, 4, 1, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The COBRE ( Centre for Biomedical Research Excellence ) dataset are available for download from http://fcon_1000.projects.nitrc.org / indi / retro / cobre.html under the Creative Commons CC BY - NC license . BIO tags:
O B-short O B-long I-long I-long I-long I-long O O O O O O O O O O O O O O O O B-long I-long B-short O O B-short O O
TR-870
[ "To", "know", "the", "proposed", "performance", "improvement", ",", "this", "research", "using", "external", "validation", "method", ",", "that", "is", "rand", "index", ",", "purity", ",", "and", "error", "rate", "ER", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 1, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: To know the proposed performance improvement , this research using external validation method , that is rand index , purity , and error rate ER . BIO tags:
O O O O O O O O O O O O O O O O O O O O O O B-long I-long B-short O
TR-871
[ "While", "state", "-", "of", "-", "the", "-", "art", "systems", "mostly", "employ", "feature", "extraction", "based", "methods", "along", "with", "machine", "learning", "algorithms", ",", "recent", "papers", "have", "adopted", "the", "use", "of", "Deep", "Neural", "Networks", "(", "DNN", ")", "in", "an", "end", "-", "to", "-", "end", "fashion", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: While state - of - the - art systems mostly employ feature extraction based methods along with machine learning algorithms , recent papers have adopted the use of Deep Neural Networks ( DNN ) in an end - to - end fashion . BIO tags:
O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O
TR-872
[ "Hence", "we", "instead", "employ", "the", "notion", "of", "perfect", "cooperative", "equilibrium", "(", "PCE", ")", "rong2014cooperative", "that", "is", "better", "suited", "to", "model", "colluding", "agents", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Hence we instead employ the notion of perfect cooperative equilibrium ( PCE ) rong2014cooperative that is better suited to model colluding agents . BIO tags:
O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O
TR-873
[ "Abbreviations", ":", "Gross", "domestic", "product", "(", "GDP", ")", ",", "gross", "disposable", "household", "income", "(", "GDHI", ")", ",", "current", "account", "(", "CA", ",", "balance", "relative", "to", "GDP", ")", ",", "effective", "exchange", "rate", "(", "ERI", ")", ",", "consumer", "price", "index", "(", "CPI", ")", "." ]
[ 4, 4, 0, 2, 2, 4, 1, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 1, 4, 4, 0, 2, 2, 4, 1, 4, 4, 0, 2, 2, 4, 1, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Abbreviations : Gross domestic product ( GDP ) , gross disposable household income ( GDHI ) , current account ( CA , balance relative to GDP ) , effective exchange rate ( ERI ) , consumer price index ( CPI ) . BIO tags:
O O B-long I-long I-long O B-short O O B-long I-long I-long I-long O B-short O O B-long I-long O B-short O O O O B-short O O B-long I-long I-long O B-short O O B-long I-long I-long O B-short O O
TR-874
[ "For", "the", "combinatorial", "auction", ",", "it", "has", "been", "proved", "that", "no", "polynomial", "-", "time", "algorithm", "can", "be", "constructed", "for", "achieving", "the", "reasonable", "worst", "case", "guarantee", ",", "i.e.", ",", "the", "problem", "is", "NP", "hard", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: For the combinatorial auction , it has been proved that no polynomial - time algorithm can be constructed for achieving the reasonable worst case guarantee , i.e. , the problem is NP hard . BIO tags:
O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-short O O
TR-875
[ "In", "2015", "Second", "European", "Network", "Intelligence", "Conference", ",", "ENIC", "2015", ",", "Karlskrona", ",", "Sweden", ",", "September", "21", "-", "22", ",", "2015", ",", "pages", "83", "-", "90", "." ]
[ 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In 2015 Second European Network Intelligence Conference , ENIC 2015 , Karlskrona , Sweden , September 21 - 22 , 2015 , pages 83 - 90 . BIO tags:
O O O B-long I-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O
TR-876
[ "Figure", "(", "top", "left", ")", "shows", "GFA", "color", "-", "coded", "fibers", "for", "pairs", "corresponding", "to", "a", ")", "right", "Corticospinal", "tract", "-", "CST", "(", "R", ")", ",", "b", ")", "Corpus", "Callosum", "-", "CC", ",", "and", "c", ")", "right", "Inferior", "Fronto", "-", "Occipital", "Fasciculus", "-", "IFOF", "(", "R", ")", "." ]
[ 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 0, 2, 2, 2, 2, 4, 1, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Figure ( top left ) shows GFA color - coded fibers for pairs corresponding to a ) right Corticospinal tract - CST ( R ) , b ) Corpus Callosum - CC , and c ) right Inferior Fronto - Occipital Fasciculus - IFOF ( R ) . BIO tags:
O O O O O O B-short O O O O O O O O O O O B-long I-long O B-short O O O O O O B-long I-long O B-short O O O O O B-long I-long I-long I-long I-long O B-short O O O O
TR-877
[ "Thus", ",", "inclusion", "of", "indirect", "links", "in", "the", "SPDT", "model", "may", "modify", "the", "higher", "level", "structures", "that", "are", "present", "in", "the", "current", "same", "place", "same", "time", "(", "SPST", ")", "based", "individual", "to", "individual", "contact", "networks", "and", "influence", "the", "diffusion", "dynamic", "significantly", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Thus , inclusion of indirect links in the SPDT model may modify the higher level structures that are present in the current same place same time ( SPST ) based individual to individual contact networks and influence the diffusion dynamic significantly . BIO tags:
O O O O O O O O B-short O O O O O O O O O O O O O B-long I-long I-long I-long O B-short O O O O O O O O O O O O O O
TR-878
[ "The", "thesis", "is", "structured", "as", "follows", ":", "In", "Chapter", ",", "the", "basic", "data", "structures", "of", "FCA", ",", "the", "attribute", "exploration", "algorithm", "and", "Temporal", "Concept", "Analysis", "(", "TCA", ")", "(", "applied", "to", "the", "analysis", "of", "gene", "expression", "data", "in", ")", "are", "introduced", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The thesis is structured as follows : In Chapter , the basic data structures of FCA , the attribute exploration algorithm and Temporal Concept Analysis ( TCA ) ( applied to the analysis of gene expression data in ) are introduced . BIO tags:
O O O O O O O O O O O O O O O B-short O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O O
TR-879
[ "FL", "is", "supported", "by", "the", "Max", "Plank", "-", "ETH", "Center", "for", "Learning", "Systems", "." ]
[ 1, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: FL is supported by the Max Plank - ETH Center for Learning Systems . BIO tags:
B-short O O O O O O O B-short O O O O O
TR-880
[ "In", "our", "medical", "practitioner", "prototype", ",", "when", "they", "click", "the", "button", "to", "send", "SMS", "messages", "to", "patients", "who", "made", "appointments", "for", "today", ",", "it", "calls", "a", "PhP", "file", "that", "searches", "the", "Appointments", "table", "for", "appointments", "with", "date", "set", "to", "today", "'s", "date", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In our medical practitioner prototype , when they click the button to send SMS messages to patients who made appointments for today , it calls a PhP file that searches the Appointments table for appointments with date set to today 's date . BIO tags:
O O O O O O O O O O O O O B-short O O O O O O O O O O O O B-short O O O O O O O O O O O O O O O O
TR-881
[ "Random", "finite", "set", "(", "RFS", ")", "theory", "also", "provides", "an", "efficient", "tool", "to", "incorporate", "the", "feature", "information", "." ]
[ 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Random finite set ( RFS ) theory also provides an efficient tool to incorporate the feature information . BIO tags:
B-long I-long I-long O B-short O O O O O O O O O O O O O
TR-882
[ "While", "adaptive", "control", "estimates", "the", "unknown", "system", "parameters", "and", "controller", "gains", "online", ",", "a", "robust", "controller", "such", "as", "classical", "Sliding", "Mode", "Control", "(", "SMC", ")", "provides", "robustness", "against", "system", "uncertainties", "within", "a", "predefined", "uncertainty", "bound", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: While adaptive control estimates the unknown system parameters and controller gains online , a robust controller such as classical Sliding Mode Control ( SMC ) provides robustness against system uncertainties within a predefined uncertainty bound . BIO tags:
O O O O O O O O O O O O O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O
TR-883
[ "The", "proposed", "system", "uses", "a", "hybrid", "approach", "named", "hybrid", "chaotic", "simulated", "-", "annealing", "PSO", "(", "HCSP", ")", "that", "combines", "chaotic", "PSO", "and", "SA", "algorithm", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 2, 2, 4, 1, 4, 4, 4, 4, 1, 4, 1, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: The proposed system uses a hybrid approach named hybrid chaotic simulated - annealing PSO ( HCSP ) that combines chaotic PSO and SA algorithm . BIO tags:
O O O O O O O O B-long I-long I-long I-long I-long I-long O B-short O O O O B-short O B-short O O
TR-884
[ "That", "is", ",", "we", "use", "truncated", "single", "value", "decomposition", "(", "SVD", ")", "to", "transform", "a", "large", ",", "sparse", "data", "matrix", "of", "artist", "similarity", "and", "tag", "information", "into", "a", "lower", "dimensional", "matrix", "such", "that", "each", "artist", "and", "tag", "is", "embedded", "into", "a", "dense", ",", "k", "-", "dimensional", "latent", "feature", "space", "." ]
[ 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: That is , we use truncated single value decomposition ( SVD ) to transform a large , sparse data matrix of artist similarity and tag information into a lower dimensional matrix such that each artist and tag is embedded into a dense , k - dimensional latent feature space . BIO tags:
O O O O O O B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
TR-885
[ "Additionally", ",", "we", "extend", "the", "idea", "of", "phase", "desynchronization", "using", "machine", "learning", "(", "ML", ")", "fundamentals", "to", "control", "overall", "aggregate", "power", "consumption", "of", "TCLs", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Additionally , we extend the idea of phase desynchronization using machine learning ( ML ) fundamentals to control overall aggregate power consumption of TCLs . BIO tags:
O O O O O O O O O O B-long I-long O B-short O O O O O O O O O B-short O
TR-886
[ "In", "order", "to", "judge", "whether", "a", "lane", "segmentation", "is", "successfully", "detected", ",", "we", "view", "lane", "markings", "as", "two", "classified", "value", "and", "calculate", "the", "Minimum", "Square", "Error", "(", "MSE", ")", "and", "Mean", "Absolute", "Error", "(", "MAE", ")", "between", "the", "ground", "truth", "and", "the", "prediction", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: In order to judge whether a lane segmentation is successfully detected , we view lane markings as two classified value and calculate the Minimum Square Error ( MSE ) and Mean Absolute Error ( MAE ) between the ground truth and the prediction . BIO tags:
O O O O O O O O O O O O O O O O O O O O O O O B-long I-long I-long O B-short O O B-long I-long I-long O B-short O O O O O O O O O
TR-887
[ "Residuals", "in", "I2I", "contribute", "more", "than", "in", "SR", "problems", "." ]
[ 4, 4, 1, 4, 4, 4, 4, 1, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Residuals in I2I contribute more than in SR problems . BIO tags:
O O B-short O O O O B-short O O
TR-888
[ "Compared", "to", "this", "work", "that", "treats", "the", "simplest", "DC", "model", "(", "thus", "ignoring", "reactive", "power", "flows", "and", "currents", ")", ",", "we", "set", "our", "work", "on", "more", "involved", "extended", "DC", "model", "as", "an", "intermediate", "but", "insightful", "step", "towards", "deriving", "BP", "solution", "for", "the", "AC", "SE", "model", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 1, 3, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Compared to this work that treats the simplest DC model ( thus ignoring reactive power flows and currents ) , we set our work on more involved extended DC model as an intermediate but insightful step towards deriving BP solution for the AC SE model . BIO tags:
O O O O O O O O B-short O O O O O O O O O O O O O O O O O O O O O O O O O O O O O B-short O O O B-short I-short O O
TR-889
[ "We", "formalize", "exogenous", "state", "variables", "and", "rewards", "and", "identify", "conditions", "under", "which", "an", "MDP", "with", "exogenous", "state", "can", "be", "decomposed", "into", "an", "exogenous", "Markov", "Reward", "Process", "involving", "only", "the", "exogenous", "state+reward", "and", "an", "endogenous", "Markov", "Decision", "Process", "defined", "with", "respect", "to", "only", "the", "endogenous", "rewards", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: We formalize exogenous state variables and rewards and identify conditions under which an MDP with exogenous state can be decomposed into an exogenous Markov Reward Process involving only the exogenous state+reward and an endogenous Markov Decision Process defined with respect to only the endogenous rewards . BIO tags:
O O O O O O O O O O O O O B-short O O O O O O O O O O O O O O O O O O O O B-long I-long I-long O O O O O O O O O
TR-890
[ "A", "solution", "could", "be", "approximated", "by", "performing", "singular", "value", "decomposition", "(", "SVD", ")", "on", "the", "first", "matrix", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: A solution could be approximated by performing singular value decomposition ( SVD ) on the first matrix . BIO tags:
O O O O O O O B-long I-long I-long O B-short O O O O O O
TR-891
[ "This", "study", "examines", "two", "tasks", ",", "machine", "translation", "(", "MT", ")", "and", "grammatical", "error", "correction", "(", "GEC", ")", "to", "confirm", "the", "effect", "of", "decreasing", "noisy", "words", ",", "with", "a", "focus", "on", "the", "vocabulary", "of", "the", "encoder", "side", ",", "because", "the", "vocabulary", "on", "the", "decoder", "side", "is", "relatively", "limited", "." ]
[ 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: This study examines two tasks , machine translation ( MT ) and grammatical error correction ( GEC ) to confirm the effect of decreasing noisy words , with a focus on the vocabulary of the encoder side , because the vocabulary on the decoder side is relatively limited . BIO tags:
O O O O O O B-long I-long O B-short O O B-long I-long I-long O B-short O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O O
TR-892
[ "For", "EAP", ",", "takes", "normally", "a", "higher", "value", ",", "i.e.", ",", "often", "between", "and", "percentile", "of", "the", "pairwise", "similarity", "values", "in", ",", "than", "AP", "where", "is", "normally", "equal", "to", "the", "median", "of", "." ]
[ 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: For EAP , takes normally a higher value , i.e. , often between and percentile of the pairwise similarity values in , than AP where is normally equal to the median of . BIO tags:
O B-short O O O O O O O O O O O O O O O O O O O O O B-short O O O O O O O O O
TR-893
[ "Wikipedia", "rejects", "\"", "credentialism", "\"", "in", "much", "the", "same", "way", "that", "the", "Internet", "Engineering", "Task", "Force", "(", "IETF", ")", "does", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Wikipedia rejects " credentialism " in much the same way that the Internet Engineering Task Force ( IETF ) does . BIO tags:
O O O O O O O O O O O O B-long I-long I-long I-long O B-short O O O
TR-894
[ "Massaging", "kamiran2009classifying", "modifies", "the", "data", "distribution", "by", "swapping", "the", "class", "labels", "of", "certain", "instances", "(", "from", "granted", "into", "rejected", "or", "vise", "versa", ")", "from", "each", "of", "the", "deprived", "rejected", "(", "DR", ")", "and", "favoured", "granted", "(", "FG", ")", "communities", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 0, 2, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Massaging kamiran2009classifying modifies the data distribution by swapping the class labels of certain instances ( from granted into rejected or vise versa ) from each of the deprived rejected ( DR ) and favoured granted ( FG ) communities . BIO tags:
O O O O O O O O O O O O O O O O O O O O O O O O O O O B-long I-long O B-short O O B-long I-long O B-short O O O
TR-895
[ "All", "relays", "are", "considered", "as", "EH", "nodes", "that", "harvest", "energy", "from", "renewable", "energy", "and", "radio", "frequency", "(", "RF", ")", "sources", "." ]
[ 4, 4, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 4, 1, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: All relays are considered as EH nodes that harvest energy from renewable energy and radio frequency ( RF ) sources . BIO tags:
O O O O O B-short O O O O O O O O B-long I-long O B-short O O O
TR-896
[ "Data", "reduction", ")", "comparing", "non", "-", "reduced", ",", "time", "-", "continuous", "waveforms", "(", "TC", ")", ",", "time", "-", "discrete", "gait", "variables", "(", "TD", ")", "and", "principle", "components", "by", "a", "reduction", "using", "Principal", "Component", "Analysis", "(", "PCA", ")", "applied", "to", "the", "time", "-", "continuous", "waveforms", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 4, 1, 4, 4, 0, 2, 2, 4, 4, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Data reduction ) comparing non - reduced , time - continuous waveforms ( TC ) , time - discrete gait variables ( TD ) and principle components by a reduction using Principal Component Analysis ( PCA ) applied to the time - continuous waveforms . BIO tags:
O O O O O O O O B-long I-long I-long I-long O B-short O O B-long I-long I-long O O O B-short O O O O O O O O B-long I-long I-long O B-short O O O O O O O O O
TR-897
[ "Each", "wire", "or", "wireless", "interface", "has", "a", "media", "access", "control", "(", "MAC", ")", "or", "physical", "address", "that", "consists", "of", "a", "48-bit", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: Each wire or wireless interface has a media access control ( MAC ) or physical address that consists of a 48-bit . BIO tags:
O O O O O O O B-long I-long I-long O B-short O O O O O O O O O O
TR-898
[ "This", "self", "-", "explaining", "model", "combines", "a", "Convolutional", "Neuronal", "Network", "(", "CNN", ")", "and", "a", "Recurrent", "Neuronal", "Network", "(", "RNN", ")", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4, 4, 0, 2, 2, 4, 1, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: This self - explaining model combines a Convolutional Neuronal Network ( CNN ) and a Recurrent Neuronal Network ( RNN ) . BIO tags:
O O O O O O O B-long I-long I-long O B-short O O O B-long I-long I-long O B-short O O
TR-899
[ "To", "improve", "Chinese", "word", "representations", "with", "sub", "-", "word", "information", ",", "character", "-", "enhanced", "word", "embedding", "(", "CWE", ")", "in", "Section", "is", "proposed", "." ]
[ 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 0, 2, 2, 2, 2, 4, 1, 4, 4, 4, 4, 4, 4 ]
acronyms_and_expansions_bio_encode
Specification for BIO tags: "{{"B-short"}}" and "{{"I-short"}}" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."{{"B-long"}}" and "{{"I-long"}}" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "{{"O"}}". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: {{tokens|join(' ')}} BIO tags:|||{% for label in labels %}{{["B-long", "B-short", "I-long", "I-short", "O"][label]}}{% if not loop.last %} {%endif %}{% endfor %}
Specification for BIO tags: "B-short" and "I-short" represent respectively the beginning and intermediate tokens for abbreviations (acronyms)."B-long" and "I-long" represent respectively the beginning and intermediate tokens for expansions of abbreviations (acronyms meaning). All other tokens are represented by "O". Given the space-separated tokens below, write down for each token the corresponding BIO tag. Use a space to separate tags in the answer. Tokens: To improve Chinese word representations with sub - word information , character - enhanced word embedding ( CWE ) in Section is proposed . BIO tags:
O O O O O O O O O O O B-long I-long I-long I-long I-long O B-short O O O O O O