Datasets:
art

	---
	annotations_creators:
	- crowdsourced
	language_creators:
	- found
	language:
	- en
	license:
	- unknown
	multilinguality:
	- monolingual
	size_categories:
	- 100K<n<1M
	source_datasets:
	- original
	task_categories:
	- multiple-choice
	- text-classification
	task_ids:
	- natural-language-inference
	paperswithcode_id: art-dataset
	pretty_name: Abductive Reasoning in narrative Text
	tags:
	- abductive-natural-language-inference
	dataset_info:
	config_name: anli
	features:
	- name: observation_1
	dtype: string
	- name: observation_2
	dtype: string
	- name: hypothesis_1
	dtype: string
	- name: hypothesis_2
	dtype: string
	- name: label
	dtype:
	class_label:
	names:
	'0': '0'
	'1': '1'
	'2': '2'
	splits:
	- name: validation
	num_bytes: 311146
	num_examples: 1532
	- name: train
	num_bytes: 33918790
	num_examples: 169654
	download_size: 9191805
	dataset_size: 34229936
	configs:
	- config_name: anli
	data_files:
	- split: validation
	path: anli/validation-*
	- split: train
	path: anli/train-*
	default: true
	---

	# Dataset Card for "art"

	## Table of Contents
	- [Dataset Description](#dataset-description)
	- [Dataset Summary](#dataset-summary)
	- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
	- [Languages](#languages)
	- [Dataset Structure](#dataset-structure)
	- [Data Instances](#data-instances)
	- [Data Fields](#data-fields)
	- [Data Splits](#data-splits)
	- [Dataset Creation](#dataset-creation)
	- [Curation Rationale](#curation-rationale)
	- [Source Data](#source-data)
	- [Annotations](#annotations)
	- [Personal and Sensitive Information](#personal-and-sensitive-information)
	- [Considerations for Using the Data](#considerations-for-using-the-data)
	- [Social Impact of Dataset](#social-impact-of-dataset)
	- [Discussion of Biases](#discussion-of-biases)
	- [Other Known Limitations](#other-known-limitations)
	- [Additional Information](#additional-information)
	- [Dataset Curators](#dataset-curators)
	- [Licensing Information](#licensing-information)
	- [Citation Information](#citation-information)
	- [Contributions](#contributions)

	## Dataset Description

	- Homepage: [https://leaderboard.allenai.org/anli/submissions/get-started](https://leaderboard.allenai.org/anli/submissions/get-started)
	- Repository: https://github.com/allenai/abductive-commonsense-reasoning
	- Paper: [Abductive Commonsense Reasoning](https://arxiv.org/abs/1908.05739)
	- Point of Contact: [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
	- Size of downloaded dataset files: 5.12 MB
	- Size of the generated dataset: 34.36 MB
	- Total amount of disk used: 39.48 MB

	### Dataset Summary

	ART consists of over 20k commonsense narrative contexts and 200k explanations.

	The Abductive Natural Language Inference Dataset from AI2.

	### Supported Tasks and Leaderboards

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	### Languages

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	## Dataset Structure

	### Data Instances

	#### anli

	- Size of downloaded dataset files: 5.12 MB
	- Size of the generated dataset: 34.36 MB
	- Total amount of disk used: 39.48 MB

	An example of 'train' looks as follows.
	```
	{
	"hypothesis_1": "Chad's car had all sorts of other problems besides alignment.",
	"hypothesis_2": "Chad's car had all sorts of benefits other than being sexy.",
	"label": 1,
	"observation_1": "Chad went to get the wheel alignment measured on his car.",
	"observation_2": "The mechanic provided a working alignment with new body work."
	}
	```

	### Data Fields

	The data fields are the same among all splits.

	#### anli
	- `observation_1`: a `string` feature.
	- `observation_2`: a `string` feature.
	- `hypothesis_1`: a `string` feature.
	- `hypothesis_2`: a `string` feature.
	- `label`: a classification label, with possible values including `0` (0), `1` (1), `2` (2).

	### Data Splits

	\|name\|train \|validation\|
	\|----\|-----:\|---------:\|
	\|anli\|169654\| 1532\|

	## Dataset Creation

	### Curation Rationale

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	### Source Data

	#### Initial Data Collection and Normalization

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	#### Who are the source language producers?

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	### Annotations

	#### Annotation process

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	#### Who are the annotators?

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	### Personal and Sensitive Information

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	## Considerations for Using the Data

	### Social Impact of Dataset

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	### Discussion of Biases

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	### Other Known Limitations

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	## Additional Information

	### Dataset Curators

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	### Licensing Information

	[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

	### Citation Information

	```
	@inproceedings{Bhagavatula2020Abductive,
	title={Abductive Commonsense Reasoning},
	author={Chandra Bhagavatula and Ronan Le Bras and Chaitanya Malaviya and Keisuke Sakaguchi and Ari Holtzman and Hannah Rashkin and Doug Downey and Wen-tau Yih and Yejin Choi},
	booktitle={International Conference on Learning Representations},
	year={2020},
	url={https://openreview.net/forum?id=Byg1v1HKDB}
	}
	```

	### Contributions

	Thanks to [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf), [@mariamabarham](https://github.com/mariamabarham), [@lewtun](https://github.com/lewtun), [@lhoestq](https://github.com/lhoestq) for adding this dataset.