chintagunta85/bc2gm_test

Name: chintagunta85/bc2gm_test
Creator: chintagunta85
Published: 2024-03-04T18:32:38+08:00

Hugging Face2022-07-28 更新2024-03-04 收录

生物医学命名实体识别

疾病实体标注

数据链接：

https://hf-mirror.com/datasets/chintagunta85/bc2gm_test 数据链接链接失效反馈

官方服务：

资源简介：

--- annotations_creators: - expert-generated language_creators: - expert-generated language: - en license: - unknown multilinguality: - monolingual size_categories: - 10K<n<100K source_datasets: - original task_categories: - token-classification task_ids: - named-entity-recognition paperswithcode_id: null pretty_name: Bc2GmCorpus --- # Dataset Card for bc2gm_corpus ## 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:** [Github](https://github.com/spyysalo/bc2gm-corpus/) - **Repository:** [Github](https://github.com/spyysalo/bc2gm-corpus/) - **Paper:** [NCBI](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2559986/) - **Leaderboard:** - **Point of Contact:** ### 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 - `id`: Sentence identifier. - `tokens`: Array of tokens composing a sentence. - `ner_tags`: Array of tags, where `0` indicates no disease mentioned, `1` signals the first token of a disease and `2` the subsequent disease tokens. ### Data Splits [More Information Needed] ## Dataset Creation ### Curation Rationale [More Information Needed] ### Source Data #### Initial Data Collection and Normalization [More Information Needed] #### Who are the source language producers? [More Information Needed] ### Annotations #### 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 [@mahajandiwakar](https://github.com/mahajandiwakar) for adding this dataset.

annotations_creators: - 专家生成 language_creators: - 专家生成 language: - 英语（en） license: - 未知 multilinguality: - 单语言 size_categories: - 10000 < 样本量 < 100000 source_datasets: - 原创数据集 task_categories: - 词元分类（Token Classification） task_ids: - 命名实体识别（Named Entity Recognition） paperswithcode_id: 无 pretty_name: Bc2GmCorpus # bc2gm_corpus数据集卡片 ## 目录 - [数据集描述](#dataset-description) - [数据集摘要](#dataset-summary) - [支持的任务与排行榜](#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) - [数据划分](#data-splits) - [数据集构建](#dataset-creation) - [数据集遴选依据](#curation-rationale) - [源数据](#source-data) - [注释信息](#annotations) - [个人与敏感信息](#personal-and-sensitive-information) - [数据集使用注意事项](#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) - [数据集策展人](#dataset-curators) - [许可信息](#licensing-information) - [引用信息](#citation-information) - [贡献者](#contributions) ## 数据集描述 - **主页:** [GitHub](https://github.com/spyysalo/bc2gm-corpus/) - **代码仓库:** [GitHub](https://github.com/spyysalo/bc2gm-corpus/) - **相关论文:** [NCBI](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2559986/) - **排行榜:** 无 - **联系方式:** 无 ### 数据集摘要 [更多信息待补充] ### 支持的任务与排行榜 [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 - `id`: 句子标识符。 - `tokens`: 组成单句的词元（Token）数组。 - `ner_tags`: 命名实体识别（NER）标签数组，其中`0`表示未提及疾病，`1`表示疾病实体的首个词元，`2`表示疾病实体的后续词元。 ### 数据划分 [更多信息待补充] ## 数据集构建 ### 数据集遴选依据 [更多信息待补充] ### 源数据 #### 初始数据收集与归一化 [更多信息待补充] #### 源语言文本的创作者是谁？ [更多信息待补充] ### 注释信息 #### 注释流程 [更多信息待补充] #### 注释人员是谁？ [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] ### 偏差讨论 [更多信息待补充] ### 其他已知局限性 [更多信息待补充] ## 附加信息 ### 数据集策展人 [更多信息待补充] ### 许可信息 [更多信息待补充] ### 引用信息 [更多信息待补充] ### 贡献致谢感谢[@mahajandiwakar](https://github.com/mahajandiwakar) 为本数据集的添加做出的贡献。

提供机构：

chintagunta85

原始信息汇总