Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
natural-language-inference
Languages:
English
Size:
100K - 1M
License:
File size: 2,358 Bytes
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---
language:
- en
license: apache-2.0
task_categories:
- text-classification
task_ids:
- natural-language-inference
dataset_info:
- config_name: atomic
features:
- name: Premise
dtype: string
- name: Hypothesis
dtype: string
- name: Update
dtype: string
- name: UpdateType
dtype: string
splits:
- name: train
num_bytes: 4463463
num_examples: 35002
- name: validation
num_bytes: 487230
num_examples: 3840
- name: test
num_bytes: 526381
num_examples: 4138
download_size: 1871664
dataset_size: 5477074
- config_name: snli
features:
- name: Premise
dtype: string
- name: Hypothesis
dtype: string
- name: Update
dtype: string
- name: UpdateType
dtype: string
splits:
- name: train
num_bytes: 15781997
num_examples: 88674
- name: validation
num_bytes: 328847
num_examples: 1785
- name: test
num_bytes: 330956
num_examples: 1837
download_size: 3627986
dataset_size: 16441800
- config_name: social
features:
- name: Hypothesis
dtype: string
- name: Update
dtype: string
- name: UpdateType
dtype: string
splits:
- name: train
num_bytes: 9099604
num_examples: 77016
- name: validation
num_bytes: 1094305
num_examples: 9343
- name: test
num_bytes: 1113280
num_examples: 9439
download_size: 2959808
dataset_size: 11307189
configs:
- config_name: atomic
data_files:
- split: train
path: atomic/train-*
- split: validation
path: atomic/validation-*
- split: test
path: atomic/test-*
- config_name: snli
data_files:
- split: train
path: snli/train-*
- split: validation
path: snli/validation-*
- split: test
path: snli/test-*
- config_name: social
data_files:
- split: train
path: social/train-*
- split: validation
path: social/validation-*
- split: test
path: social/test-*
---
https://github.com/rudinger/defeasible-nli
```
@inproceedings{rudinger2020thinking,
title={Thinking like a skeptic:
feasible inference in natural language},
author={Rudinger, Rachel and Shwartz, Vered and Hwang, Jena D and Bhagavatula, Chandra and Forbes, Maxwell and Le Bras, Ronan and Smith, Noah A and Choi, Yejin},
booktitle={Findings of the Association for Computational Linguistics: EMNLP 2020},
pages={4661--4675},
year={2020}
}
``` |