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。