Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
natural-language-inference
Languages:
English
Size:
10K - 100K
License:
File size: 7,424 Bytes
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---
annotations_creators:
- expert-generated
language_creators:
- crowdsourced
language:
- en
license: bsd
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- natural-language-inference
pretty_name: babi_nli
tags:
- logical reasoning
- nli
- natural-language-inference
- reasoning
- logic
dataset_info:
- config_name: counting
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- name: hypothesis
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configs:
- config_name: counting
data_files:
- split: train
path: counting/train-*
- split: validation
path: counting/validation-*
- split: test
path: counting/test-*
- config_name: lists-sets
data_files:
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path: lists-sets/validation-*
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path: simple-negation/validation-*
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path: single-supporting-fact/validation-*
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- config_name: three-arg-relations
data_files:
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path: three-arg-relations/train-*
- split: validation
path: three-arg-relations/validation-*
- split: test
path: three-arg-relations/test-*
- config_name: three-supporting-facts
data_files:
- split: train
path: three-supporting-facts/train-*
- split: validation
path: three-supporting-facts/validation-*
- split: test
path: three-supporting-facts/test-*
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data_files:
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path: two-arg-relations/train-*
- split: validation
path: two-arg-relations/validation-*
- split: test
path: two-arg-relations/test-*
- config_name: two-supporting-facts
data_files:
- split: train
path: two-supporting-facts/train-*
- split: validation
path: two-supporting-facts/validation-*
- split: test
path: two-supporting-facts/test-*
- config_name: yes-no-questions
data_files:
- split: train
path: yes-no-questions/train-*
- split: validation
path: yes-no-questions/validation-*
- split: test
path: yes-no-questions/test-*
---
# bAbi_nli
bAbI tasks recasted as natural language inference.
https://github.com/facebookarchive/bAbI-tasks
tasksource recasting code:
https://colab.research.google.com/drive/1J_RqDSw9iPxJSBvCJu-VRbjXnrEjKVvr?usp=sharing
```bibtex
@article{weston2015towards,
title={Towards ai-complete question answering: A set of prerequisite toy tasks},
author={Weston, Jason and Bordes, Antoine and Chopra, Sumit and Rush, Alexander M and Van Merri{\"e}nboer, Bart and Joulin, Armand and Mikolov, Tomas},
journal={arXiv preprint arXiv:1502.05698},
year={2015}
}
``` |