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
  • [21] Learning with joint cross-document information via multi-task learning for named entity recognition
    Wang, Dongsheng
    Fan, Hongjie
    Liu, Junfei
    INFORMATION SCIENCES, 2021, 579 : 454 - 467
  • [22] ZH-NER: Chinese Named Entity Recognition with Adversarial Multi-task Learning and Self-Attentions
    Zhu, Peng
    Cheng, Dawei
    Yang, Fangzhou
    Luo, Yifeng
    Qian, Weining
    Zhou, Aoying
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS (DASFAA 2021), PT II, 2021, 12682 : 603 - 611
  • [23] Multi-task Label-wise Transformer for Chinese Named Entity Recognition
    Wang, Xuelei
    Xu, Xirong
    Huang, Degen
    Zhang, Ting
    ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2023, 22 (04)
  • [24] Unified Transformer Multi-Task Learning for Intent Classification With Entity Recognition
    Benayas Alamos, Alberto Jose
    Hashempou, Reyhaneh
    Rumble, Damian
    Jameel, Shoaib
    De Amorim, Renato Cordeiro
    IEEE ACCESS, 2021, 9 : 147306 - 147314
  • [25] Dispatched attention with multi-task learning for nested mention recognition
    Fei, Hao
    Ren, Yafeng
    Ji, Donghong
    INFORMATION SCIENCES, 2020, 513 : 241 - 251
  • [26] A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition
    Xiaoyong Tang
    Yong Huang
    Meng Xia
    Chengfeng Long
    Neural Processing Letters, 2023, 55 : 1209 - 1229
  • [27] A Multi-Task BERT-BiLSTM-AM-CRF Strategy for Chinese Named Entity Recognition
    Tang, Xiaoyong
    Huang, Yong
    Xia, Meng
    Long, Chengfeng
    NEURAL PROCESSING LETTERS, 2023, 55 (02) : 1209 - 1229
  • [28] Towards Malay named entity recognition: an open-source dataset and a multi-task framework
    Fu, Yingwen
    Lin, Nankai
    Yang, Zhihe
    Jiang, Shengyi
    CONNECTION SCIENCE, 2023, 35 (01)
  • [29] A multi-task learning based approach to biomedical entity relation extraction
    Li, Qingqing
    Yang, Zhihao
    Luo, Ling
    Wang, Lei
    Zhang, Yin
    Lin, Hongfei
    Wang, Jian
    Yang, Liang
    Xu, Kan
    Zhang, Yijia
    PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2018, : 680 - 682
  • [30] Named Entity Recognition for Few-Shot Power Dispatch Based on Multi-Task
    Tan, Zhixiang
    Chen, Yan
    Liang, Zengfu
    Meng, Qi
    Lin, Dezhao
    ELECTRONICS, 2023, 12 (16)