Improving deep learning method for biomedical named entity recognition by using entity definition information

被引：0
|
作者：
Ying Xiong
Shuai Chen
Buzhou Tang
Qingcai Chen
Xiaolong Wang
Jun Yan
Yi Zhou
机构：
[1] Harbin Institute of Technology,Department of Computer Science
[2] Shenzhen,Zhongshan School of Medicine
[3] Peng Cheng Laboratory,undefined
[4] Yidu Cloud (Beijing) Technology Co.,undefined
[5] Ltd,undefined
[6] Sun Yat-Sen University,undefined
来源：
BMC Bioinformatics | / 22卷
关键词：
Biomedical named entity recognition; Entity definition information; Machine reading comprehension; Span-level one-pass method;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Improving deep learning method for biomedical named entity recognition by using entity definition information
    Xiong, Ying
    Chen, Shuai
    Tang, Buzhou
    Chen, Qingcai
    Wang, Xiaolong
    Yan, Jun
    Zhou, Yi
    BMC BIOINFORMATICS, 2021, 22 (SUPPL 1)
  • [2] Improving biomedical named entity recognition with syntactic information
    Yuanhe Tian
    Wang Shen
    Yan Song
    Fei Xia
    Min He
    Kenli Li
    BMC Bioinformatics, 21
  • [3] Improving biomedical named entity recognition with syntactic information
    Tian, Yuanhe
    Shen, Wang
    Song, Yan
    Xia, Fei
    He, Min
    Li, Kenli
    BMC BIOINFORMATICS, 2020, 21 (01)
  • [4] Biomedical named entity recognition using deep neural networks with contextual information
    Hyejin Cho
    Hyunju Lee
    BMC Bioinformatics, 20
  • [5] Biomedical named entity recognition using deep neural networks with contextual information
    Cho, Hyejin
    Lee, Hyunju
    BMC BIOINFORMATICS, 2019, 20 (01)
  • [6] An effective undersampling method for biomedical named entity recognition using machine learning
    Archana, S. M.
    Prakash, Jay
    EVOLVING SYSTEMS, 2024, 15 (04) : 1541 - 1549
  • [7] Named Entity Recognition for Amharic Using Deep Learning
    Gamback, Bjorn
    Sikdar, Utpal Kumar
    2017 IST-AFRICA WEEK CONFERENCE (IST-AFRICA), 2017,
  • [8] Deep learning with word embeddings improves biomedical named entity recognition
    Habibi, Maryam
    Weber, Leon
    Neves, Mariana
    Wiegandt, David Luis
    Leser, Ulf
    BIOINFORMATICS, 2017, 33 (14) : I37 - I48
  • [9] A Deep Learning-Based Named Entity Recognition in Biomedical Domain
    Gopalakrishnan, Athira
    Soman, K. P.
    Premjith, B.
    EMERGING RESEARCH IN ELECTRONICS, COMPUTER SCIENCE AND TECHNOLOGY, ICERECT 2018, 2019, 545 : 517 - 526
  • [10] A deep learning method for named entity recognition in bidding document
    Ji, Yunfei
    Tong, Chao
    Liang, Jun
    Yang, Xi
    Zhao, Zheng
    Wang, Xu
    2018 INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SCIENCE AND APPLICATION TECHNOLOGY, 2019, 1168
12345