nfL6/yahoo_answers_qa
收藏Hugging Face2024-01-18 更新2024-06-15 收录
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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



