Proceedings of The 5th Workshop on BioNLP Open Shared Tasks最新文献

筛选
英文 中文
Using Snomed to recognize and index chemical and drug mentions. 使用Snomed识别和索引化学和药物提及。
Proceedings of The 5th Workshop on BioNLP Open Shared Tasks Pub Date : 1900-01-01 DOI: 10.18653/v1/D19-5718
Pilar López Úbeda, Manuel Carlos Díaz Galiano, L. Ureña López, Maite Martin
{"title":"Using Snomed to recognize and index chemical and drug mentions.","authors":"Pilar López Úbeda, Manuel Carlos Díaz Galiano, L. Ureña López, Maite Martin","doi":"10.18653/v1/D19-5718","DOIUrl":"https://doi.org/10.18653/v1/D19-5718","url":null,"abstract":"In this paper we describe a new named entity extraction system. Our work proposes a system for the identification and annotation of drug names in Spanish biomedical texts based on machine learning and deep learning models. Subsequently, a standardized code using Snomed is assigned to these drugs, for this purpose, Natural Language Processing tools and techniques have been used, and a dictionary of different sources of information has been built. The results are promising, we obtain 78% in F1 score on the first sub-track and in the second task we map with Snomed correctly 72% of the found entities.","PeriodicalId":338917,"journal":{"name":"Proceedings of The 5th Workshop on BioNLP Open Shared Tasks","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122600279","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信