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--- |
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language: |
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- ru |
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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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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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# RuWiki-Good |
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Selected articles from Russian Wikipedia dump (date `20200301`). The dataset consists of good ("добротные", "хорошие") and featured ("избранные") articles (see https://ru.wikipedia.org/wiki/Википедия:Добротные_статьи). |
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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 | @categories W | @categories len D | @categories len D uniq | @lemmatized W | @lemmatized len D | @lemmatized len D uniq | @ngramms W | @ngramms len D | @ngramms len D uniq | |
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|:------|------------:|-----------------------:|---------------------------:|--------------------------------:|-----------------------:|---------------------------:|--------------------------------:|--------------------:|------------------------:|-----------------------------:| |
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| value | 8603 | 44493 | 5.1718 | 5.17296 | 1.66434e+07 | 1934.6 | 721.389 | 3.11727e+06 | 362.347 | 287.695 | |
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Information about document lengths in modality tokens: |
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| | len_total@categories | len_total@lemmatized | len_total@ngramms | len_uniq@categories | len_uniq@lemmatized | len_uniq@ngramms | |
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|:-----|-----------------------:|-----------------------:|--------------------:|----------------------:|----------------------:|-------------------:| |
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| mean | 5.17296 | 1934.6 | 362.347 | 5.17296 | 721.389 | 287.695 | |
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| std | 4.0102 | 2065.78 | 384.164 | 4.0102 | 596.947 | 292.717 | |
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| min | 0 | 55 | 8 | 0 | 35 | 8 | |
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| 25% | 2 | 593 | 112.5 | 2 | 296 | 96 | |
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| 50% | 4 | 1223 | 229 | 4 | 540 | 189 | |
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| 75% | 7 | 2447 | 458 | 7 | 943 | 365 | |
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| max | 51 | 17472 | 3335 | 51 | 4423 | 2459 | |
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