NIPS / README.md
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metadata
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
  • W — modality dictionary size (number of unique tokens)
  • len D — average document length in modality tokens (number of tokens)
  • 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.