Datasets:

Harvard
/

gigaword

	---
	---

	# Dataset Card for "gigaword"

	## 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

	- Homepage: [https://github.com/harvardnlp/sent-summary](https://github.com/harvardnlp/sent-summary)
	- 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: 551.61 MB
	- Size of the generated dataset: 918.35 MB
	- Total amount of disk used: 1469.96 MB

	### Dataset Summary

	Headline-generation on a corpus of article pairs from Gigaword consisting of
	around 4 million articles. Use the 'org_data' provided by
	https://github.com/microsoft/unilm/ which is identical to
	https://github.com/harvardnlp/sent-summary but with better format.

	There are two features:
	- document: article.
	- summary: headline.

	### Supported Tasks

	[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

	#### default

	- Size of downloaded dataset files: 551.61 MB
	- Size of the generated dataset: 918.35 MB
	- Total amount of disk used: 1469.96 MB

	An example of 'train' looks as follows.
	```
	{
	"document": "train source",
	"summary": "train target"
	}
	```

	### Data Fields

	The data fields are the same among all splits.

	#### default
	- `document`: a `string` feature.
	- `summary`: a `string` feature.

	### Data Splits Sample Size

	\| name \| train \|validation\|test\|
	\|-------\|------:\|---------:\|---:\|
	\|default\|3803957\| 189651\|1951\|

	## 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

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

	### Annotations

	[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

	```

	@article{graff2003english,
	title={English gigaword},
	author={Graff, David and Kong, Junbo and Chen, Ke and Maeda, Kazuaki},
	journal={Linguistic Data Consortium, Philadelphia},
	volume={4},
	number={1},
	pages={34},
	year={2003}
	}

	@article{Rush_2015,
	title={A Neural Attention Model for Abstractive Sentence Summarization},
	url={http://dx.doi.org/10.18653/v1/D15-1044},
	DOI={10.18653/v1/d15-1044},
	journal={Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing},
	publisher={Association for Computational Linguistics},
	author={Rush, Alexander M. and Chopra, Sumit and Weston, Jason},
	year={2015}
	}

	```


	### Contributions

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