Datasets:
Tasks:
Text2Text Generation
Languages:
English
Size:
10K<n<100K
ArXiv:
Tags:
common-sense-inference
License:
| annotations_creators: | |
| - crowdsourced | |
| language: | |
| - en | |
| language_creators: | |
| - found | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| pretty_name: Event2Mind | |
| size_categories: | |
| - 10K<n<100K | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - text2text-generation | |
| task_ids: [] | |
| paperswithcode_id: event2mind | |
| tags: | |
| - common-sense-inference | |
| dataset_info: | |
| features: | |
| - name: Source | |
| dtype: string | |
| - name: Event | |
| dtype: string | |
| - name: Xintent | |
| dtype: string | |
| - name: Xemotion | |
| dtype: string | |
| - name: Otheremotion | |
| dtype: string | |
| - name: Xsent | |
| dtype: string | |
| - name: Osent | |
| dtype: string | |
| splits: | |
| - name: test | |
| num_bytes: 649273 | |
| num_examples: 5221 | |
| - name: train | |
| num_bytes: 5916384 | |
| num_examples: 46472 | |
| - name: validation | |
| num_bytes: 672365 | |
| num_examples: 5401 | |
| download_size: 1300770 | |
| dataset_size: 7238022 | |
| # Dataset Card for "event2Mind" | |
| ## 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://uwnlp.github.io/event2mind/](https://uwnlp.github.io/event2mind/) | |
| - **Repository:** https://github.com/uwnlp/event2mind | |
| - **Paper:** [Event2Mind: Commonsense Inference on Events, Intents, and Reactions](https://arxiv.org/abs/1805.06939) | |
| - **Point of Contact:** [Hannah Rashkin](mailto:hrashkin@cs.washington.edu), [Maarten Sap](mailto:msap@cs.washington.edu) | |
| - **Size of downloaded dataset files:** 1.30 MB | |
| - **Size of the generated dataset:** 7.24 MB | |
| - **Total amount of disk used:** 8.54 MB | |
| ### Dataset Summary | |
| In Event2Mind, we explore the task of understanding stereotypical intents and reactions to events. Through crowdsourcing, we create a large corpus with 25,000 events and free-form descriptions of their intents and reactions, both of the event's subject and (potentially implied) other participants. | |
| ### 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 | |
| #### default | |
| - **Size of downloaded dataset files:** 1.30 MB | |
| - **Size of the generated dataset:** 7.24 MB | |
| - **Total amount of disk used:** 8.54 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| { | |
| "Event": "It shrinks in the wash", | |
| "Osent": "1", | |
| "Otheremotion": "[\"upset\", \"angry\"]", | |
| "Source": "it_events", | |
| "Xemotion": "[\"none\"]", | |
| "Xintent": "[\"none\"]", | |
| "Xsent": "" | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### default | |
| - `Source`: a `string` feature. | |
| - `Event`: a `string` feature. | |
| - `Xintent`: a `string` feature. | |
| - `Xemotion`: a `string` feature. | |
| - `Otheremotion`: a `string` feature. | |
| - `Xsent`: a `string` feature. | |
| - `Osent`: a `string` feature. | |
| ### Data Splits | |
| | name |train|validation|test| | |
| |-------|----:|---------:|---:| | |
| |default|46472| 5401|5221| | |
| ## 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{rashkin-etal-2018-event2mind, | |
| title = "{E}vent2{M}ind: Commonsense Inference on Events, Intents, and Reactions", | |
| author = "Rashkin, Hannah and | |
| Sap, Maarten and | |
| Allaway, Emily and | |
| Smith, Noah A. and | |
| Choi, Yejin", | |
| booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", | |
| month = jul, | |
| year = "2018", | |
| address = "Melbourne, Australia", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://aclanthology.org/P18-1043", | |
| doi = "10.18653/v1/P18-1043", | |
| pages = "463--473", | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset. |