Datasets:

nyu-mll
/

multi_nli_mismatch

	---
	annotations_creators:
	- crowdsourced
	language_creators:
	- crowdsourced
	- found
	languages:
	- en
	licenses:
	- cc-by-3-0
	- cc-by-sa-3-0-at
	- mit
	- other-Open Portion of the American National Corpus
	multilinguality:
	- monolingual
	size_categories:
	- 100K<n<1M
	source_datasets:
	- original
	task_categories:
	- text-scoring
	task_ids:
	- semantic-similarity-scoring
	paperswithcode_id: multinli
	pretty_name: Multi-Genre Natural Language Inference
	---

	# Dataset Card for Multi-Genre Natural Language Inference (Mismatched only)

	## 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://www.nyu.edu/projects/bowman/multinli/](https://www.nyu.edu/projects/bowman/multinli/)
	- 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: 216.34 MB
	- Size of the generated dataset: 74.02 MB
	- Total amount of disk used: 290.36 MB

	### Dataset Summary

	The Multi-Genre Natural Language Inference (MultiNLI) corpus is a
	crowd-sourced collection of 433k sentence pairs annotated with textual
	entailment information. The corpus is modeled on the SNLI corpus, but differs in
	that covers a range of genres of spoken and written text, and supports a
	distinctive cross-genre generalization evaluation. The corpus served as the
	basis for the shared task of the RepEval 2017 Workshop at EMNLP in Copenhagen.

	### 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

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

	### Data Instances

	#### plain_text

	- Size of downloaded dataset files: 216.34 MB
	- Size of the generated dataset: 74.02 MB
	- Total amount of disk used: 290.36 MB

	An example of 'train' looks as follows.
	```
	{
	"hypothesis": "independence",
	"label": "contradiction",
	"premise": "correlation"
	}
	```

	### Data Fields

	The data fields are the same among all splits.

	#### plain_text
	- `premise`: a `string` feature.
	- `hypothesis`: a `string` feature.
	- `label`: a `string` feature.

	### Data Splits

	\| name \|train \|validation\|
	\|----------\|-----:\|---------:\|
	\|plain_text\|392702\| 10000\|

	## 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{N18-1101,
	author = "Williams, Adina
	and Nangia, Nikita
	and Bowman, Samuel",
	title = "A Broad-Coverage Challenge Corpus for
	Sentence Understanding through Inference",
	booktitle = "Proceedings of the 2018 Conference of
	the North American Chapter of the
	Association for Computational Linguistics:
	Human Language Technologies, Volume 1 (Long
	Papers)",
	year = "2018",
	publisher = "Association for Computational Linguistics",
	pages = "1112--1122",
	location = "New Orleans, Louisiana",
	url = "http://aclweb.org/anthology/N18-1101"
	}

	```


	### Contributions

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