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nfL6/yahoo_answers_qa

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Hugging Face2024-01-18 更新2024-06-15 收录
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https://hf-mirror.com/datasets/nfL6/yahoo_answers_qa
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资源简介:
--- annotations_creators: - found language_creators: - found language: - en license: - unknown multilinguality: - monolingual size_categories: - 10K<n<100K source_datasets: - extended|other-yahoo-webscope-l6 task_categories: - question-answering task_ids: - open-domain-qa paperswithcode_id: null pretty_name: YahooAnswersQa dataset_info: features: - name: id dtype: string - name: question dtype: string - name: answer dtype: string - name: nbestanswers sequence: string - name: main_category dtype: string config_name: yahoo_answers_qa splits: - name: train num_bytes: 138540510 num_examples: 87362 download_size: 49411220 dataset_size: 138540510 --- # Dataset Card for YahooAnswersQa ## 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:** [If the dataset is hosted on github or has a github homepage, add URL here]() - **Paper:** [If the dataset was introduced by a paper or there was a paper written describing the dataset, add URL here (landing page for Arxiv paper preferred)]() - **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 [More Information Needed] ### Citation Information [More Information Needed] ### Contributions Thanks to [@patil-suraj](https://github.com/patil-suraj) for adding this dataset.

annotations_creators: - 公开获取(found) language_creators: - 公开获取(found) language: - 英语(en) license: - 未知 multilinguality: - 单语言(monolingual) size_categories: - 10K<n<100K source_datasets: - extended|other-yahoo-webscope-l6 task_categories: - 问答(question-answering) task_ids: - 开放域问答(open-domain-qa) paperswithcode_id: null pretty_name: YahooAnswersQa dataset_info: features: - name: id dtype: 字符串(string) - name: question dtype: 字符串(string) - name: answer dtype: 字符串(string) - name: nbestanswers sequence: 字符串序列(sequence: string) - name: main_category dtype: 字符串(string) config_name: yahoo_answers_qa splits: - name: 训练集(train) num_bytes: 138540510 num_examples: 87362 download_size: 49411220 dataset_size: 138540510 # YahooAnswersQa 数据集卡片 ## 目录 - [数据集描述](#dataset-description) - [数据集概述](#dataset-summary) - [支持任务与排行榜](#supported-tasks-and-leaderboards) - [使用语言](#languages) - [数据集结构](#dataset-structure) - [数据实例](#data-instances) - [数据字段](#data-fields) - [数据拆分](#data-splits) - [数据集构建](#dataset-creation) - [构建初衷](#curation-rationale) - [源数据](#source-data) - [标注信息](#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) - [贡献声明](#contributions) ## 数据集描述 - **主页:** [如有可用则添加主页链接(GitHub仓库除外)]() - **代码仓库:** [若数据集托管于GitHub或有GitHub主页,请添加链接]() - **相关论文:** [若该数据集由论文提出或有描述该数据集的论文,请添加链接(优先添加Arxiv论文主页)]() - **排行榜:** [若数据集支持活跃排行榜,请添加链接]() - **联络人:** [如有已知信息,请添加至少一位可咨询该数据集相关问题的人员姓名与联系方式]() ### 数据集概述 [需补充更多信息] ### 支持任务与排行榜 [需补充更多信息] ### 使用语言 [需补充更多信息] ## 数据集结构 ### 数据实例 [需补充更多信息] ### 数据字段 [需补充更多信息] ### 数据拆分 [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] #### 源语言生产者是谁? [需补充更多信息] ### 标注信息 [需补充更多信息] #### 标注流程 [需补充更多信息] #### 标注者是谁? [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] ### 贡献声明 感谢 [@patil-suraj](https://github.com/patil-suraj) 为本数据集提供的收录支持。
提供机构:
nfL6
原始信息汇总

数据集卡片 for YahooAnswersQa

数据集描述

数据集概述

  • annotations_creators: found
  • language_creators: found
  • language: en
  • license: unknown
  • multilinguality: monolingual
  • size_categories: 10K<n<100K
  • source_datasets: extended|other-yahoo-webscope-l6
  • task_categories: question-answering
  • task_ids: open-domain-qa
  • paperswithcode_id: null
  • pretty_name: YahooAnswersQa

数据集结构

数据字段

  • id: string
  • question: string
  • answer: string
  • nbestanswers: sequence: string
  • main_category: string

数据分割

  • train
    • num_bytes: 138540510
    • num_examples: 87362

数据集创建

数据集信息

  • download_size: 49411220
  • dataset_size: 138540510

额外信息

贡献

感谢 @patil-suraj 添加此数据集。

搜集汇总
背景与挑战
背景概述
YahooAnswersQa是一个基于Yahoo Webscope L6的英语问答数据集,包含87,362个训练样本,用于开放域问答任务。数据集提供问题、答案、多个最佳答案和主类别字段,规模适中,适用于自然语言处理中的问答模型训练。
以上内容由遇见数据集搜集并总结生成
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