Datasets:
Tasks:
Text2Text Generation
Formats:
parquet
Languages:
English
Size:
10M - 100M
ArXiv:
Tags:
sentence-fusion
License:
Update files from the datasets library (from 1.3.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.3.0
README.md
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---
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---
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# Dataset Card for "discofuse"
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## Table of Contents
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- [Dataset Description](#dataset-description)
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- [Dataset Summary](#dataset-summary)
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- [Supported Tasks](#supported-tasks)
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- [Languages](#languages)
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- [Dataset Structure](#dataset-structure)
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- [Data Instances](#data-instances)
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- [Data Fields](#data-fields)
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- [Data Splits Sample Size](#data-splits-sample-size)
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- [Dataset Creation](#dataset-creation)
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- [Curation Rationale](#curation-rationale)
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- [Source Data](#source-data)
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- [Annotations](#annotations)
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- [Personal and Sensitive Information](#personal-and-sensitive-information)
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- [Considerations for Using the Data](#considerations-for-using-the-data)
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- [Social Impact of Dataset](#social-impact-of-dataset)
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- [Discussion of Biases](#discussion-of-biases)
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- [Other Known Limitations](#other-known-limitations)
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- [Additional Information](#additional-information)
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- [Dataset Curators](#dataset-curators)
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- [Licensing Information](#licensing-information)
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- [Citation Information](#citation-information)
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- [Contributions](#contributions)
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## [Dataset Description](#dataset-description)
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- **Homepage:** [https://github.com/google-research-datasets/discofuse](https://github.com/google-research-datasets/discofuse)
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- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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- **Size of downloaded dataset files:** 5764.06 MB
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- **Size of the generated dataset:** 20547.64 MB
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- **Total amount of disk used:** 26311.70 MB
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### [Dataset Summary](#dataset-summary)
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DISCOFUSE is a large scale dataset for discourse-based sentence fusion.
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### [Supported Tasks](#supported-tasks)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### [Languages](#languages)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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## [Dataset Structure](#dataset-structure)
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We show detailed information for up to 5 configurations of the dataset.
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### [Data Instances](#data-instances)
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#### discofuse-sport
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- **Size of downloaded dataset files:** 4126.20 MB
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- **Size of the generated dataset:** 14341.49 MB
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- **Total amount of disk used:** 18467.70 MB
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An example of 'train' looks as follows.
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```
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{
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"coherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
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"coherent_second_sentence": "Finally , an HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner .",
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"connective_string": "finally ,",
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"discourse_type": "PAIR_CONN",
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"has_coref_type_nominal": 0.0,
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"has_coref_type_pronoun": 0.0,
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"incoherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
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"incoherent_second_sentence": "An HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner ."
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}
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```
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#### discofuse-wikipedia
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- **Size of downloaded dataset files:** 1637.86 MB
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- **Size of the generated dataset:** 6206.14 MB
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- **Total amount of disk used:** 7844.01 MB
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An example of 'validation' looks as follows.
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```
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{
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"coherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
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"coherent_second_sentence": "Finally , an HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner .",
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"connective_string": "finally ,",
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"discourse_type": "PAIR_CONN",
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"has_coref_type_nominal": 0.0,
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"has_coref_type_pronoun": 0.0,
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"incoherent_first_sentence": "Four LPr and three LC2000r HP Netservers handle customer management and web server functions .",
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"incoherent_second_sentence": "An HP Netserver LT6000r hosts i2 Demand Planner and i2 Collaboration Planner ."
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}
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```
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### [Data Fields](#data-fields)
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The data fields are the same among all splits.
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#### discofuse-sport
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- `connective_string`: a `string` feature.
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- `discourse_type`: a `string` feature.
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- `coherent_second_sentence`: a `string` feature.
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- `has_coref_type_pronoun`: a `float32` feature.
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- `incoherent_first_sentence`: a `string` feature.
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- `incoherent_second_sentence`: a `string` feature.
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- `has_coref_type_nominal`: a `float32` feature.
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- `coherent_first_sentence`: a `string` feature.
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#### discofuse-wikipedia
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- `connective_string`: a `string` feature.
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- `discourse_type`: a `string` feature.
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- `coherent_second_sentence`: a `string` feature.
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- `has_coref_type_pronoun`: a `float32` feature.
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- `incoherent_first_sentence`: a `string` feature.
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- `incoherent_second_sentence`: a `string` feature.
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- `has_coref_type_nominal`: a `float32` feature.
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- `coherent_first_sentence`: a `string` feature.
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### [Data Splits Sample Size](#data-splits-sample-size)
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| name | train |validation| test |
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|-------------------|-------:|---------:|-----:|
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|discofuse-sport |43291020| 440902|445521|
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|discofuse-wikipedia|16310585| 168081|163657|
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## [Dataset Creation](#dataset-creation)
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### [Curation Rationale](#curation-rationale)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### [Source Data](#source-data)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### [Annotations](#annotations)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### [Personal and Sensitive Information](#personal-and-sensitive-information)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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## [Considerations for Using the Data](#considerations-for-using-the-data)
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### [Social Impact of Dataset](#social-impact-of-dataset)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### [Discussion of Biases](#discussion-of-biases)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### [Other Known Limitations](#other-known-limitations)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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## [Additional Information](#additional-information)
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### [Dataset Curators](#dataset-curators)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### [Licensing Information](#licensing-information)
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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### [Citation Information](#citation-information)
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```
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@InProceedings{GevaEtAl2019,
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title = {DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion},
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author = {Geva, Mor and Malmi, Eric and Szpektor, Idan and Berant, Jonathan},
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booktitle = {Proceedings of the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics},
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note = {arXiv preprint arXiv:1902.10526},
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year = {2019}
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}
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```
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### Contributions
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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.
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