hover-nlp/hover

---
annotations_creators:
- expert-generated
language_creators:
- expert-generated
- found
language:
- en
license:
- cc-by-sa-4.0
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- text-retrieval
task_ids:
- fact-checking-retrieval
paperswithcode_id: hover
pretty_name: HoVer
dataset_info:
features:
- name: id
dtype: int32
- name: uid
dtype: string
- name: claim
dtype: string
- name: supporting_facts
list:
- name: key
dtype: string
- name: value
dtype: int32
- name: label
dtype:
class_label:
names:
'0': NOT_SUPPORTED
'1': SUPPORTED
- name: num_hops
dtype: int32
- name: hpqa_id
dtype: string
splits:
- name: train
num_bytes: 5532178
num_examples: 18171
- name: validation
num_bytes: 1299252
num_examples: 4000
- name: test
num_bytes: 927513
num_examples: 4000
download_size: 12257835
dataset_size: 7758943
---

# Dataset Card for HoVer

## 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://hover-nlp.github.io/
- **Repository:** https://github.com/hover-nlp/hover
- **Paper:** https://arxiv.org/abs/2011.03088
- **Leaderboard:** https://hover-nlp.github.io/
- **Point of Contact:** [More Information Needed]

### Dataset Summary

[More Information Needed]

### Supported Tasks and Leaderboards

[More Information Needed]

### Languages

[More Information Needed]

## Dataset Structure

### Data Instances

A sample training set is provided below

```
{'id': 14856, 'uid': 'a0cf45ea-b5cd-4c4e-9ffa-73b39ebd78ce', 'claim': 'The park at which Tivolis Koncertsal is located opened on 15 August 1843.', 'supporting_facts': [{'key': 'Tivolis Koncertsal', 'value': 0}, {'key': 'Tivoli Gardens', 'value': 1}], 'label': 'SUPPORTED', 'num_hops': 2, 'hpqa_id': '5abca1a55542993a06baf937'}
```

Please note that in test set sentence only id, uid and claim are available. Labels are not available in test set and are represented by -1.

### 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

[More Information Needed]

### Citation Information

[More Information Needed]
### Contributions

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

注释创建者:
- 专家生成
语言创建者:
- 专家生成
- 公开语料获取
语言:
- en
许可证:
- cc-by-sa-4.0
多语言属性:
- 单语言
样本规模区间:
- 10K<n<100K
源数据集:
- 原创数据集
任务类别:
- 文本检索（text-retrieval）
任务子类别:
- 事实核查检索（fact-checking-retrieval）
PapersWithCode标识符: hover
数据集展示名称: HoVer
数据集信息:
特征:
- 字段名: id
数据类型: int32
- 字段名: uid
数据类型: 字符串
- 字段名: claim
数据类型: 字符串
- 字段名: supporting_facts
列表类型:
- 字段名: key
数据类型: 字符串
- 字段名: value
数据类型: int32
- 字段名: label
数据类型:
分类标签:
对应值:
'0': 不支持（NOT_SUPPORTED）
'1': 支持（SUPPORTED）
- 字段名: num_hops
数据类型: int32
- 字段名: hpqa_id
数据类型: 字符串
数据集划分:
- 划分名称: 训练集（train）
字节大小: 5532178
样本数量: 18171
- 划分名称: 验证集（validation）
字节大小: 1299252
样本数量: 4000
- 划分名称: 测试集（test）
字节大小: 927513
样本数量: 4000
下载大小: 12257835
数据集总大小: 7758943

# HoVer数据集卡片

## 目录
- [数据集描述](#dataset-description)
- [数据集摘要](#dataset-summary)
- [支持任务与排行榜](#supported-tasks-and-leaderboards)
- [语言](#languages)
- [数据集结构](#dataset-structure)
- [数据实例](#data-instances)
- [数据字段](#data-fields)
- [数据集划分](#data-splits)
- [数据集构建](#dataset-creation)
- [构建初衷](#curation-rationale)
- [源数据](#source-data)
- [注释标注](#annotations)
- [个人与敏感信息](#personal-and-sensitive-information)
- [数据使用注意事项](#considerations-for-using-the-data)
- [数据集的社会影响](#social-impact-of-dataset)
- [偏差讨论](#discussion-of-biases)
- [其他已知局限性](#other-known-limitations)
- [附加信息](#additional-information)
- [数据集维护者](#dataset-curators)
- [许可证信息](#licensing-information)
- [引用信息](#citation-information)
- [贡献者](#contributions)

## 数据集描述

- **主页:** https://hover-nlp.github.io/
- **代码仓库:** https://github.com/hover-nlp/hover
- **论文:** https://arxiv.org/abs/2011.03088
- **排行榜:** https://hover-nlp.github.io/
- **联系方式:** [需补充更多信息]

### 数据集摘要
[需补充更多信息]

### 支持任务与排行榜
[需补充更多信息]

### 语言
[需补充更多信息]

## 数据集结构

### 数据实例
下方提供了一则训练集样本：

{'id': 14856, 'uid': 'a0cf45ea-b5cd-4c4e-9ffa-73b39ebd78ce', 'claim': '蒂沃利音乐厅（Tivolis Koncertsal）所在的公园于1843年8月15日对外开放。', 'supporting_facts': [{'key': 'Tivolis Koncertsal', 'value': 0}, {'key': 'Tivoli Gardens', 'value': 1}], 'label': 'SUPPORTED', 'num_hops': 2, 'hpqa_id': '5abca1a55542993a06baf937'}

请注意，测试集样本仅包含id、uid与claim三个字段，测试集不提供标签，以-1表示。

### 数据字段
[需补充更多信息]

### 数据集划分
[需补充更多信息]

## 数据集构建

### 构建初衷
[需补充更多信息]

### 源数据
[需补充更多信息]

#### 初始数据收集与标准化
[需补充更多信息]

#### 源语言生成者为谁？
[需补充更多信息]

### 注释标注
[需补充更多信息]

#### 标注流程
[需补充更多信息]

#### 标注者为谁？
[需补充更多信息]

### 个人与敏感信息
[需补充更多信息]

## 数据使用注意事项

### 数据集的社会影响
[需补充更多信息]

### 偏差讨论
[需补充更多信息]

### 其他已知局限性
[需补充更多信息]

## 附加信息

### 数据集维护者
[需补充更多信息]

### 许可证信息
[需补充更多信息]

### 引用信息
[需补充更多信息]

### 贡献
感谢 [@abhishekkrthakur](https://github.com/abhishekkrthakur) 添加此数据集。

原始信息汇总

数据集描述

• annotations_creators:
  • expert-generated
• language_creators:
  • expert-generated
  • found
• language:
  • en
• license:
  • cc-by-sa-4.0
• multilinguality:
  • monolingual
• size_categories:
  • 10K<n<100K
• source_datasets:
  • original
• task_categories:
  • text-retrieval
• task_ids:
  • fact-checking-retrieval
• paperswithcode_id:
  • hover
• pretty_name:
  • HoVer

数据集结构

特征

• id:
  • dtype: int32
• uid:
  • dtype: string
• claim:
  • dtype: string
• supporting_facts:
  • list:
    • key:
      • dtype: string
    • value:
      • dtype: int32
• label:
  • dtype:
    • class_label:
      • names:
        • 0: NOT_SUPPORTED
        • 1: SUPPORTED
• num_hops:
  • dtype: int32
• hpqa_id:
  • dtype: string

数据分割

• train:
  • num_bytes: 5532178
  • num_examples: 18171
• validation:
  • num_bytes: 1299252
  • num_examples: 4000
• test:
  • num_bytes: 927513
  • num_examples: 4000
• download_size:
  • 12257835
• dataset_size:
  • 7758943

数据实例

{id: 14856, uid: a0cf45ea-b5cd-4c4e-9ffa-73b39ebd78ce, claim: The park at which Tivolis Koncertsal is located opened on 15 August 1843., supporting_facts: [{key: Tivolis Koncertsal, value: 0}, {key: Tivoli Gardens, value: 1}], label: SUPPORTED, num_hops: 2, hpqa_id: 5abca1a55542993a06baf937}

请注意，在测试集中，仅包含 id, uid 和 claim。标签在测试集中不可用，并以 -1 表示。