crows_pairs

# Dataset Card for CrowS-Pairs

## 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:** [Add homepage URL here if available (unless it's a GitHub repository)]()
- **Repository:** https://github.com/nyu-mll/crows-pairs
- **Paper:** https://aclanthology.org/2020.emnlp-main.154
- **Leaderboard:** [If the dataset supports an active leaderboard, add link here]()
- **Point of Contact:** [If known, name and email of at least one person the reader can contact for questions about the dataset.]()

### Dataset Summary

[More Information Needed]

### Supported Tasks and Leaderboards

[More Information Needed]

### Languages

[More Information Needed]

## Dataset Structure

### Data Instances

[More Information Needed]

### Data Fields

[More Information Needed]

### Data Splits

[More Information Needed]
## Dataset Creation

### Curation Rationale

[More Information Needed]

### Source Data

[More Information Needed]

#### Initial Data Collection and Normalization

[More Information Needed]

#### Who are the source language producers?

[More Information Needed]

### Annotations

[More Information Needed]

#### Annotation process

[More Information Needed]

#### Who are the annotators?

[More Information Needed]

### Personal and Sensitive Information

[More Information Needed]

## Considerations for Using the Data

### Social Impact of Dataset

[More Information Needed]

### Discussion of Biases

[More Information Needed]

### Other Known Limitations

[More Information Needed]

## Additional Information

### Dataset Curators

[More Information Needed]

### Licensing Information

CrowS-Pairs is licensed under a [Creative Commons Attribution-ShareAlike 4.0 International License](https://creativecommons.org/licenses/by-sa/4.0/).

It is created using prompts taken from the [ROCStories corpora](https://cs.rochester.edu/nlp/rocstories/) and the fiction part of [MNLI](https://cims.nyu.edu/~sbowman/multinli/). Please refer to their papers for more details.

### Citation Information

```
@inproceedings{nangia-etal-2020-crows,
title = "{C}row{S}-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models",
author = "Nangia, Nikita and
Vania, Clara and
Bhalerao, Rasika and
Bowman, Samuel R.",
booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2020.emnlp-main.154",
doi = "10.18653/v1/2020.emnlp-main.154",
pages = "1953--1967",
}
```

### Contributions

Thanks to [@patil-suraj](https://github.com/patil-suraj) for adding this dataset.

# CrowS-Pairs 数据集卡片
## 目录
- [数据集描述](#数据集描述)
- [数据集摘要](#数据集摘要)
- [支持任务与排行榜](#支持任务与排行榜)
- [语言](#语言)
- [数据集结构](#数据集结构)
- [数据实例](#数据实例)
- [数据字段](#数据字段)
- [数据划分](#数据划分)
- [数据集构建](#数据集构建)
- [筛选依据](#筛选依据)
- [源数据](#源数据)
- [标注信息](#标注信息)
- [个人与敏感信息](#个人与敏感信息)
- [数据集使用注意事项](#数据集使用注意事项)
- [数据集的社会影响](#数据集的社会影响)
- [偏见讨论](#偏见讨论)
- [其他已知局限](#其他已知局限)
- [附加信息](#附加信息)
- [数据集维护者](#数据集维护者)
- [许可信息](#许可信息)
- [引用信息](#引用信息)
- [贡献致谢](#贡献致谢)

## 数据集描述
- **主页：** [如有可用请添加主页URL（GitHub仓库除外）]()
- **代码仓库：** https://github.com/nyu-mll/crows-pairs
- **相关论文：** https://aclanthology.org/2020.emnlp-main.154
- **排行榜：** [若数据集支持活跃排行榜，请在此添加链接]()
- **联系方式：** [如已知，请提供至少一位可联系该数据集相关问题的读者的姓名与邮箱]()

### 数据集摘要
[更多信息待补充]

### 支持任务与排行榜
[更多信息待补充]

### 语言
[更多信息待补充]

## 数据集结构
### 数据实例
[更多信息待补充]

### 数据字段
[更多信息待补充]

### 数据划分
[更多信息待补充]

## 数据集构建
### 筛选依据
[更多信息待补充]

### 源数据
[更多信息待补充]

#### 初始数据收集与标准化
[更多信息待补充]

#### 源语言生产者是谁？
[更多信息待补充]

### 标注信息
[更多信息待补充]

#### 标注流程
[更多信息待补充]

#### 标注者是谁？
[更多信息待补充]

### 个人与敏感信息
[更多信息待补充]

## 数据集使用注意事项
### 数据集的社会影响
[更多信息待补充]

### 偏见讨论
[更多信息待补充]

### 其他已知局限
[更多信息待补充]

## 附加信息
### 数据集维护者
[更多信息待补充]

### 许可信息
CrowS-Pairs 采用知识共享署名-相同方式共享4.0国际许可协议（Creative Commons Attribution-ShareAlike 4.0 International License）进行授权。
本数据集使用源自ROCStories语料库（ROCStories corpora）以及多类型自然语言推理（MNLI）的小说部分的提示词构建而成，相关细节请参阅其原论文。

### 引用信息

@inproceedings{nangia-etal-2020-crows,
title = "{C}row{S}-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models",
author = "Nangia, Nikita and
Vania, Clara and
Bhalerao, Rasika and
Bowman, Samuel R.",
booktitle = "Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2020.emnlp-main.154",
doi = "10.18653/v1/2020.emnlp-main.154",
pages = "1953--1967",
}

### 贡献致谢
感谢 [@patil-suraj](https://github.com/patil-suraj) 为本数据集添加相关内容。