atomic-snli

task_categories:
  - text-classification
language:
  - en
tags:
  - natural-language-inference
  - nli
  - propositions
pretty_name: atomic-snli
configs:
  - config_name: default
    data_files:
      - split: train
        path: train.jsonl
      - split: validation
        path: validation.jsonl
      - split: test
        path: test.jsonl

atomic-snli

Atomic propositions for the premise and hypothesis of each NLI pair, derived from stanfordnlp/snli. Each sentence was decomposed into standalone atomic propositions; these propositions are joined back to the original NLI pairs.

Columns

column	type	description
`premise`	string	original premise sentence
`hypothesis`	string	original hypothesis sentence
`label`	int	0 = entailment, 1 = neutral, 2 = contradiction
`premise_propositions`	list[string]	atomic propositions of the premise
`hypothesis_propositions`	list[string]	atomic propositions of the hypothesis

When the decomposition produced nothing for a sentence, the full sentence is kept as the single proposition (no empty lists).

Splits

split	examples
`train`	549367
`validation`	9842
`test`	9824

Usage

from datasets import load_dataset
ds = load_dataset("Younes2E/atomic-snli")

Source

Derived from stanfordnlp/snli. See the original dataset for its license and terms.