nli_mixture / README.md
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metadata
dataset_info:
  features:
    - name: premise
      dtype: string
    - name: hypothesis
      dtype: string
    - name: label_name
      dtype: string
    - name: subset
      dtype: string
  splits:
    - name: train
      num_bytes: 351587589
      num_examples: 1594065
    - name: test
      num_bytes: 29289215
      num_examples: 112013
  download_size: 149650337
  dataset_size: 380876804
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
      - split: test
        path: data/test-*

This dataset is a mixture of the following NLI (Natural Language Inference) and TE (Textual Entailment) datasets:

  • SNLI
  • MNLI
  • Fever
  • SciTail
  • PAWS
  • VitaminC

To merge the datasets together, labels has been converted to "entailment" and "non-entailment" using an NLI format with features "premise" and "hypothesis".