Biomedical named entity recognition with the combined feature attention and fully-shared multi-task learning

被引：0
作者：
Zhiyu Zhang
Arbee L. P. Chen
机构：
[1] National Tsing Hua University,Department of Computer Science
[2] Asia University,Department of Computer Science and Information Engineering
来源：
BMC Bioinformatics | / 23卷
关键词：
Named entity recognition; Biomedical text mining; Syntactic information; Multi-task learning; Attention;
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] Biomedical named entity recognition with the combined feature attention and fully-shared multi-task learning
    Zhang, Zhiyu
    Chen, Arbee L. P.
    BMC BIOINFORMATICS, 2022, 23 (01)
  • [2] A neural network multi-task learning approach to biomedical named entity recognition
    Crichton, Gamal
    Pyysalo, Sampo
    Chiu, Billy
    Korhonen, Anna
    BMC BIOINFORMATICS, 2017, 18
  • [3] A neural network multi-task learning approach to biomedical named entity recognition
    Gamal Crichton
    Sampo Pyysalo
    Billy Chiu
    Anna Korhonen
    BMC Bioinformatics, 18
  • [4] Leveraging Multi-task Learning for Biomedical Named Entity Recognition
    Mehmood, Tahir
    Gerevini, Alfonso
    Lavelli, Alberto
    Serina, Ivan
    ADVANCES IN ARTIFICIAL INTELLIGENCE, AI*IA 2019, 2019, 11946 : 431 - 444
  • [5] Biomedical Named Entity Recognition Based on Multi-task Learning
    Zhao, Hui
    Zhao, Di
    Meng, Jiana
    Su, Wen
    Mu, Wenxuan
    HEALTH INFORMATION PROCESSING, CHIP 2023, 2023, 1993 : 51 - 65
  • [6] TaughtNet: Learning Multi-Task Biomedical Named Entity Recognition From Single-Task Teachers
    Moscato, Vincenzo
    Postiglione, Marco
    Sansone, Carlo
    Sperli, Giancarlo
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (05) : 2512 - 2523
  • [7] Multi-Task Multi-Attention Transformer for Generative Named Entity Recognition
    Mo, Ying
    Liu, Jiahao
    Tang, Hongyin
    Wang, Qifan
    Xu, Zenglin
    Wang, Jingang
    Quan, Xiaojun
    Wu, Wei
    Li, Zhoujun
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2024, 32 : 4171 - 4183
  • [8] Adversarial Multi-task Learning for Efficient Chinese Named Entity Recognition
    Yan, Yibo
    Zhu, Peng
    Cheng, Dawei
    Yang, Fangzhou
    Luo, Yifeng
    ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2023, 22 (07)
  • [9] IMPROVING BIOMEDICAL NAMED ENTITY RECOGNITION WITH A UNIFIED MULTI-TASK MRC FRAMEWORK
    Tong, Yiqi
    Zhuang, Fuzhen
    Wang, Deqing
    Ying, Haochao
    Wang, Binling
    2022 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2022, : 8332 - 8336
  • [10] Chinese Named Entity Recognition Model Based on Multi-Task Learning
    Fang, Qin
    Li, Yane
    Feng, Hailin
    Ruan, Yaoping
    APPLIED SCIENCES-BASEL, 2023, 13 (08):
12345