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--- |
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language: |
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- en |
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multilinguality: |
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- monolingual |
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license: other |
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license_name: topicnet |
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license_link: >- |
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https://github.com/machine-intelligence-laboratory/TopicNet/blob/master/LICENSE.txt |
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configs: |
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- config_name: "rtl-wiki" |
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default: true |
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data_files: |
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- split: train |
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path: "data/RTL_Wiki.csv.gz" |
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- config_name: "rtl-wiki-person" |
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data_files: |
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- split: train |
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path: "data/RTL_Wiki_person.csv.gz" |
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task_categories: |
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- text-classification |
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task_ids: |
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- topic-classification |
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- multi-class-classification |
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- multi-label-classification |
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tags: |
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- topic-modeling |
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- topic-modelling |
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- text-clustering |
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- multimodal-data |
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- multimodal-learning |
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- modalities |
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- document-representation |
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--- |
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# RTL-Wiki |
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Some measurable characteristics of the dataset: |
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* D — number of documents |
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* <modality name> W — modality dictionary size (number of unique tokens) |
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* <modality name> len D — average document length in modality tokens (number of tokens) |
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* <modality name> len D uniq — average document length in unique modality tokens (number of unique tokens) |
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| | D | @lemmatized W | @lemmatized len D | @lemmatized len D uniq | @bigram W | @bigram len D | @bigram len D uniq | |
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|:------|------------:|-----------------------:|---------------------------:|--------------------------------:|-------------------:|-----------------------:|----------------------------:| |
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| value | 7838 | 1.28065e+07 | 1633.9 | 691.157 | 503619 | 64.2535 | 30.8372 | |
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Information about document lengths in modality tokens: |
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| | len_total@lemmatized | len_total@bigram | len_uniq@lemmatized | len_uniq@bigram | |
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|:-----|-----------------------:|-------------------:|----------------------:|------------------:| |
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| mean | 1633.9 | 64.2535 | 691.157 | 30.8372 | |
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| std | 1565.19 | 73.1737 | 521.463 | 28.071 | |
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| min | 2 | 0 | 2 | 0 | |
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| 25% | 500 | 18 | 283 | 11 | |
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| 50% | 1115.5 | 41 | 554 | 22 | |
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| 75% | 2233.5 | 85 | 961 | 42 | |
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| max | 15851 | 1098 | 4184 | 283 | |
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## RTL-Wiki-Person |
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A version of the dataset filtered by person. It contains only 1201 documents. |
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Some measurable characteristics of the dataset: |
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| | D | @lemmatized W | @lemmatized len D | @lemmatized len D uniq | @bigram W | @bigram len D | @bigram len D uniq | |
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|:------|------------:|-----------------------:|---------------------------:|--------------------------------:|-------------------:|-----------------------:|----------------------------:| |
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| value | 1201 | 1.92167e+06 | 1600.06 | 729.93 | 371430 | 309.267 | 196.595 | |
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Information about document lengths in modality tokens: |
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| | len_total@lemmatized | len_total@bigram | len_uniq@lemmatized | len_uniq@bigram | |
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|:-----|-----------------------:|-------------------:|----------------------:|------------------:| |
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| mean | 1600.06 | 309.267 | 729.93 | 196.595 | |
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| std | 1569.31 | 323.991 | 541.153 | 170.06 | |
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| min | 73 | 4 | 60 | 4 | |
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| 25% | 484 | 90 | 305 | 70 | |
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| 50% | 1036 | 206 | 575 | 147 | |
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| 75% | 2117 | 403 | 1007 | 268 | |
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| max | 11661 | 3212 | 3108 | 1216 | |
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