| | --- |
| | language: |
| | - en |
| | multilinguality: |
| | - monolingual |
| | license: other |
| | license_name: topicnet |
| | license_link: >- |
| | https://github.com/machine-intelligence-laboratory/TopicNet/blob/master/LICENSE.txt |
| | task_categories: |
| | - text-classification |
| | task_ids: |
| | - topic-classification |
| | - multi-class-classification |
| | - multi-label-classification |
| | tags: |
| | - topic-modeling |
| | - topic-modelling |
| | - text-clustering |
| | - multimodal-data |
| | - multimodal-learning |
| | - modalities |
| | - document-representation |
| | --- |
| | |
| |
|
| | # NIPS |
| |
|
| | Some measurable characteristics of the dataset: |
| |
|
| | * D — number of documents |
| | * <modality name> W — modality dictionary size (number of unique tokens) |
| | * <modality name> len D — average document length in modality tokens (number of tokens) |
| | * <modality name> len D uniq — average document length in unique modality tokens (number of unique tokens) |
| |
|
| |
|
| | | | D | @word W | @word len D | @word len D uniq | |
| | |:------|------------:|-----------------:|---------------------:|--------------------------:| |
| | | value | 7241 | 1.18333e+07 | 1634.21 | 644.49 | |
| |
|
| |
|
| | Information about document lengths in modality tokens: |
| |
|
| |
|
| | | | len_total@word | len_uniq@word | |
| | |:-----|-----------------:|----------------:| |
| | | mean | 1634.21 | 644.49 | |
| | | std | 481.923 | 162.31 | |
| | | min | 0 | 0 | |
| | | 25% | 1249 | 524 | |
| | | 50% | 1663 | 641 | |
| | | 75% | 1978 | 755 | |
| | | max | 6000 | 1513 | |
| |
|
| |
|
| | There are several dataset versions used in other works. |
| |
|
