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--- |
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license: mit |
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language: |
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- en |
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paperswithcode_id: embedding-data/altlex |
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pretty_name: altlex |
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--- |
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# Dataset Card for "altlex" |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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**Homepage:** [https://github.com/chridey/altlex](https://github.com/chridey/altlex) |
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**Repository:** [More Information Needed](https://github.com/chridey/altlex) |
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**Paper:** [https://aclanthology.org/P16-1135.pdf](https://aclanthology.org/P16-1135.pdf) |
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**Point of Contact:** [Christopher Hidey]([email protected]) |
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### Dataset Summary |
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Git repository for software associated with the 2016 ACL paper "Identifying Causal Relations Using Parallel Wikipedia Articles." |
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Disclaimer: The team releasing altlex did not upload the dataset to the Hub and did not write a dataset card. |
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These steps were done by the Hugging Face team. |
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### Supported Tasks and Leaderboards |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Languages |
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[More Information Needed](https://github.com/chridey/altlex) |
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## Dataset Structure |
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Parallel Wikipedia Format |
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This is a gzipped, JSON-formatted file. The "titles" array is the shared title name of the English and Simple Wikipedia articles. |
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The "articles" array consists of two arrays and each of those arrays must be the same length as the "titles" array and |
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the indices into these arrays must point to the aligned articles and titles. |
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Each article within the articles array is an array of tokenized sentence strings (but not word tokenized). |
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The format of the dictionary is as follows: |
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``` |
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{"files": [english_name, simple_name], |
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"articles": [ |
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[[article_1_sentence_1_string, article_1_sentence_2_string, ...], |
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[article_2_sentence_1_string, article_2_sentence_2_string, ...], |
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... |
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], |
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[[article_1_sentence_1_string, article_1_sentence_2_string, ...], |
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[article_2_sentence_1_string, article_2_sentence_2_string, ...], |
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... |
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] |
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], |
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"titles": [title_1_string, title_2_string, ...] |
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} |
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``` |
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Parsed Wikipedia Format |
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This is a gzipped, JSON-formatted list of parsed Wikipedia article pairs. |
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The list stored at 'sentences' is of length 2 and stores each version |
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of the English and Wikipedia article with the same title. |
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The data is formatted as follows: |
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``` |
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[ |
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{ |
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"index": article_index, |
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"title": article_title_string, |
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"sentences": [[parsed_sentence_1, parsed_sentence_2, ...], |
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[parsed_sentence_1, parsed_sentence_2, ...] |
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] |
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}, |
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... |
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] |
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``` |
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Parsed Pairs Format |
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This is a gzipped, JSON-formatted list of parsed sentences. Paraphrase pairs are consecutive |
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even and odd indices. For the parsed sentence, see "Parsed Sentence Format." |
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The data is formatted as follows: |
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``` |
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[ |
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..., |
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parsed_sentence_2, |
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parsed_sentence_3, |
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... |
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] |
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``` |
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Parsed Sentence Format |
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Each parsed sentence is of the following format: |
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``` |
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{ |
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"dep": [[[governor_index, dependent_index, relation_string], ...], ...], |
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"lemmas": [[lemma_1_string, lemma_2_string, ...], ...], |
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"pos": [[pos_1_string, pos_2_string, ...], ...], |
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"parse": [parenthesized_parse_1_string, ...], |
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"words": [[word_1_string, word_2_string, ...], ...] , |
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"ner": [[ner_1_string, ner_2_string, ...], ...] |
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} |
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``` |
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Feature Extractor Config Format |
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``` |
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{"framenetSettings": |
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{"binary": true/false}, |
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"featureSettings": |
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{ |
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"arguments_cat_curr": true/false, |
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"arguments_verbnet_prev": true/false, |
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"head_word_cat_curr": true/false, |
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"head_word_verbnet_prev": true/false, |
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"head_word_verbnet_altlex": true/false, |
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"head_word_cat_prev": true/false, |
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"head_word_cat_altlex": true/false, |
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"kld_score": true/false, |
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"head_word_verbnet_curr": true/false, |
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"arguments_verbnet_curr": true/false, |
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"framenet": true/false, |
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"arguments_cat_prev": true/false, |
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"connective": true/false |
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}, |
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"kldSettings": |
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{"kldDir": $kld_name} |
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} |
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``` |
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Data Point Format |
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It is also possible to run the feature extractor directly on a single data point. |
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From the featureExtraction module create a FeatureExtractor object and call the method addFeatures |
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on a DataPoint object (note that this does not create any interaction features, |
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for that you will also need to call makeInteractionFeatures). |
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The DataPoint class takes a dictionary as input, in the following format: |
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``` |
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{ |
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"sentences": {[{"ner": [...], "pos": [...], "words": [...], "stems": [...], "lemmas": [...], "dependencies": [...]}, {...}]} |
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"altlexLength": integer, |
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"altlex": {"dependencies": [...]} |
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} |
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The sentences list is the pair of sentences/spans where the first span begins with the altlex. Dependencies must be a list where at index i there is a dependency relation string and governor index integer or a NoneType. Index i into the words list is the dependent of this relation. To split single sentence dependency relations, use the function splitDependencies in utils.dependencyUtils. |
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``` |
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### Curation Rationale |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed](https://github.com/chridey/altlex) |
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#### Who are the source language producers? |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Annotations |
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#### Annotation process |
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[More Information Needed](https://github.com/chridey/altlex) |
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#### Who are the annotators? |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Personal and Sensitive Information |
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[More Information Needed](https://github.com/chridey/altlex) |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Discussion of Biases |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Other Known Limitations |
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[More Information Needed](https://github.com/chridey/altlex) |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Licensing Information |
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[More Information Needed](https://github.com/chridey/altlex) |
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### Citation Information |
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### Contributions |
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Thanks to [@chridey](https://github.com/chridey/altlex/commits?author=chridey) for adding this dataset. |
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--- |
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