Datasets:

Salesforce
/

mwsc

	---
	---

	# Dataset Card for "mwsc"

	## Table of Contents
	- [Dataset Description](#dataset-description)
	- [Dataset Summary](#dataset-summary)
	- [Supported Tasks](#supported-tasks)
	- [Languages](#languages)
	- [Dataset Structure](#dataset-structure)
	- [Data Instances](#data-instances)
	- [Data Fields](#data-fields)
	- [Data Splits Sample Size](#data-splits-sample-size)
	- [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](#dataset-description)

	- Homepage: [http://decanlp.com](http://decanlp.com)
	- Repository: [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
	- Paper: [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
	- 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: 0.02 MB
	- Size of the generated dataset: 0.04 MB
	- Total amount of disk used: 0.06 MB

	### [Dataset Summary](#dataset-summary)

	Examples taken from the Winograd Schema Challenge modified to ensure that answers are a single word from the context.
	This modified Winograd Schema Challenge (MWSC) ensures that scores are neither inflated nor deflated by oddities in phrasing.

	### [Supported Tasks](#supported-tasks)

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

	### [Languages](#languages)

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

	## [Dataset Structure](#dataset-structure)

	We show detailed information for up to 5 configurations of the dataset.

	### [Data Instances](#data-instances)

	#### default

	- Size of downloaded dataset files: 0.02 MB
	- Size of the generated dataset: 0.04 MB
	- Total amount of disk used: 0.06 MB

	An example of 'validation' looks as follows.
	```
	{
	"answer": "example",
	"options": ["test", "example"],
	"question": "What is this sentence?",
	"sentence": "This is a example sentence."
	}
	```

	### [Data Fields](#data-fields)

	The data fields are the same among all splits.

	#### default
	- `sentence`: a `string` feature.
	- `question`: a `string` feature.
	- `options`: a `list` of `string` features.
	- `answer`: a `string` feature.

	### [Data Splits Sample Size](#data-splits-sample-size)

	\| name \|train\|validation\|test\|
	\|-------\|----:\|---------:\|---:\|
	\|default\| 80\| 82\| 100\|

	## [Dataset Creation](#dataset-creation)

	### [Curation Rationale](#curation-rationale)

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

	### [Source Data](#source-data)

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

	### [Annotations](#annotations)

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

	### [Personal and Sensitive Information](#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](#considerations-for-using-the-data)

	### [Social Impact of Dataset](#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](#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](#other-known-limitations)

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

	## [Additional Information](#additional-information)

	### [Dataset Curators](#dataset-curators)

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

	### [Licensing Information](#licensing-information)

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

	### [Citation Information](#citation-information)

	```
	@article{McCann2018decaNLP,
	title={The Natural Language Decathlon: Multitask Learning as Question Answering},
	author={Bryan McCann and Nitish Shirish Keskar and Caiming Xiong and Richard Socher},
	journal={arXiv preprint arXiv:1806.08730},
	year={2018}
	}

	```


	### Contributions

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