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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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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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# NIPS |
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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 | @word W | @word len D | @word len D uniq | |
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|:------|------------:|-----------------:|---------------------:|--------------------------:| |
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| value | 7241 | 1.18333e+07 | 1634.21 | 644.49 | |
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Information about document lengths in modality tokens: |
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| | len_total@word | len_uniq@word | |
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|:-----|-----------------:|----------------:| |
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| mean | 1634.21 | 644.49 | |
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| std | 481.923 | 162.31 | |
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| min | 0 | 0 | |
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| 25% | 1249 | 524 | |
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| 50% | 1663 | 641 | |
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| 75% | 1978 | 755 | |
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| max | 6000 | 1513 | |
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There are several dataset versions used in other works. |
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