Datasets:
Tasks:
Text2Text Generation
Languages:
English
Size:
10K<n<100K
ArXiv:
Tags:
common-sense-inference
License:
--- | |
--- | |
# Dataset Card for "event2Mind" | |
## 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](#dataset-description) | |
- **Homepage:** [https://uwnlp.github.io/event2mind/](https://uwnlp.github.io/event2mind/) | |
- **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:** 1.24 MB | |
- **Size of the generated dataset:** 6.90 MB | |
- **Total amount of disk used:** 8.14 MB | |
### [Dataset Summary](#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](#supported-tasks) | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### [Languages](#languages) | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
## [Dataset Structure](#dataset-structure) | |
We show detailed information for up to 5 configurations of the dataset. | |
### [Data Instances](#data-instances) | |
#### default | |
- **Size of downloaded dataset files:** 1.24 MB | |
- **Size of the generated dataset:** 6.90 MB | |
- **Total amount of disk used:** 8.14 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](#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 Sample Size](#data-splits-sample-size) | |
| name |train|validation|test| | |
|-------|----:|---------:|---:| | |
|default|46472| 5401|5221| | |
## [Dataset Creation](#dataset-creation) | |
### [Curation Rationale](#curation-rationale) | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### [Source Data](#source-data) | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### [Annotations](#annotations) | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### [Personal and Sensitive Information](#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](#considerations-for-using-the-data) | |
### [Social Impact of Dataset](#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](#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](#other-known-limitations) | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
## [Additional Information](#additional-information) | |
### [Dataset Curators](#dataset-curators) | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### [Licensing Information](#licensing-information) | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### [Citation Information](#citation-information) | |
``` | |
@inproceedings{event2Mind, | |
title={Event2Mind: Commonsense Inference on Events, Intents, and Reactions}, | |
author={Hannah Rashkin and Maarten Sap and Emily Allaway and Noah A. Smith† Yejin Choi}, | |
year={2018} | |
} | |
``` | |
### Contributions | |
Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset. |