Datasets:

google-research-datasets
/

discofuse

	---
	annotations_creators:
	- machine-generated
	language_creators:
	- found
	language:
	- en
	license:
	- cc-by-sa-3.0
	multilinguality:
	- monolingual
	size_categories:
	- 10M<n<100M
	source_datasets:
	- original
	task_categories:
	- text2text-generation
	task_ids: []
	paperswithcode_id: discofuse
	pretty_name: DiscoFuse
	tags:
	- sentence-fusion
	dataset_info:
	- config_name: discofuse-sport
	features:
	- name: connective_string
	dtype: string
	- name: discourse_type
	dtype: string
	- name: coherent_second_sentence
	dtype: string
	- name: has_coref_type_pronoun
	dtype: float32
	- name: incoherent_first_sentence
	dtype: string
	- name: incoherent_second_sentence
	dtype: string
	- name: has_coref_type_nominal
	dtype: float32
	- name: coherent_first_sentence
	dtype: string
	splits:
	- name: train
	num_bytes: 14736176073
	num_examples: 43291020
	- name: test
	num_bytes: 151655243
	num_examples: 445521
	- name: validation
	num_bytes: 150206657
	num_examples: 440902
	download_size: 9422142544
	dataset_size: 15038037973
	- config_name: discofuse-wikipedia
	features:
	- name: connective_string
	dtype: string
	- name: discourse_type
	dtype: string
	- name: coherent_second_sentence
	dtype: string
	- name: has_coref_type_pronoun
	dtype: float32
	- name: incoherent_first_sentence
	dtype: string
	- name: incoherent_second_sentence
	dtype: string
	- name: has_coref_type_nominal
	dtype: float32
	- name: coherent_first_sentence
	dtype: string
	splits:
	- name: train
	num_bytes: 6377885028
	num_examples: 16310585
	- name: test
	num_bytes: 64007750
	num_examples: 163657
	- name: validation
	num_bytes: 65681627
	num_examples: 168081
	download_size: 3929336540
	dataset_size: 6507574405
	configs:
	- config_name: discofuse-sport
	data_files:
	- split: train
	path: discofuse-sport/train-*
	- split: test
	path: discofuse-sport/test-*
	- split: validation
	path: discofuse-sport/validation-*
	- config_name: discofuse-wikipedia
	data_files:
	- split: train
	path: discofuse-wikipedia/train-*
	- split: test
	path: discofuse-wikipedia/test-*
	- split: validation
	path: discofuse-wikipedia/validation-*
	---

	# Dataset Card for "discofuse"

	## 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

	- Repository: https://github.com/google-research-datasets/discofuse
	- Paper: [DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion](https://arxiv.org/abs/1902.10526)
	- 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: 6.04 GB
	- Size of the generated dataset: 21.55 GB
	- Total amount of disk used: 27.59 GB

	### Dataset Summary

	DiscoFuse is a large scale dataset for discourse-based sentence fusion.

	### 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

	#### discofuse-sport

	- Size of downloaded dataset files: 4.33 GB
	- Size of the generated dataset: 15.04 GB
	- Total amount of disk used: 19.36 GB

	An example of 'train' looks as follows.
	```
	{
	"coherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
	"coherent_second_sentence": "Finally , an HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner .",
	"connective_string": "finally ,",
	"discourse_type": "PAIR_CONN",
	"has_coref_type_nominal": 0.0,
	"has_coref_type_pronoun": 0.0,
	"incoherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
	"incoherent_second_sentence": "An HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner ."
	}
	```

	#### discofuse-wikipedia

	- Size of downloaded dataset files: 1.72 GB
	- Size of the generated dataset: 6.51 GB
	- Total amount of disk used: 8.23 GB

	An example of 'validation' looks as follows.
	```
	{
	"coherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
	"coherent_second_sentence": "Finally , an HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner .",
	"connective_string": "finally ,",
	"discourse_type": "PAIR_CONN",
	"has_coref_type_nominal": 0.0,
	"has_coref_type_pronoun": 0.0,
	"incoherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
	"incoherent_second_sentence": "An HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner ."
	}
	```

	### Data Fields

	The data fields are the same among all splits.

	#### discofuse-sport
	- `connective_string`: a `string` feature.
	- `discourse_type`: a `string` feature.
	- `coherent_second_sentence`: a `string` feature.
	- `has_coref_type_pronoun`: a `float32` feature.
	- `incoherent_first_sentence`: a `string` feature.
	- `incoherent_second_sentence`: a `string` feature.
	- `has_coref_type_nominal`: a `float32` feature.
	- `coherent_first_sentence`: a `string` feature.

	#### discofuse-wikipedia
	- `connective_string`: a `string` feature.
	- `discourse_type`: a `string` feature.
	- `coherent_second_sentence`: a `string` feature.
	- `has_coref_type_pronoun`: a `float32` feature.
	- `incoherent_first_sentence`: a `string` feature.
	- `incoherent_second_sentence`: a `string` feature.
	- `has_coref_type_nominal`: a `float32` feature.
	- `coherent_first_sentence`: a `string` feature.

	### Data Splits

	\| name \| train \|validation\| test \|
	\|-------------------\|-------:\|---------:\|-----:\|
	\|discofuse-sport \|43291020\| 440902\|445521\|
	\|discofuse-wikipedia\|16310585\| 168081\|163657\|

	## 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

	The data is licensed under [Creative Commons Attribution-ShareAlike 3.0](https://creativecommons.org/licenses/by-sa/3.0/) license.

	### Citation Information

	```
	@InProceedings{GevaEtAl2019,
	title = {DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion},
	author = {Geva, Mor and Malmi, Eric and Szpektor, Idan and Berant, Jonathan},
	booktitle = {Proceedings of the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics},
	note = {arXiv preprint arXiv:1902.10526},
	year = {2019}
	}
	```

	### Contributions

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