Unsupervised event extraction from biomedical text based on event and pattern information

被引：0
|
作者：
Chun, HW [1 ]
Hwang, YS [1 ]
Rim, HC [1 ]
机构：
[1] Korea Univ, Dept CSE, Nat Language Proc Lab, Seoul 136701, South Korea
来源：
COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING | 2004年 / 2945卷
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we proposed a new event extraction method from biomedical texts, It can extend patterns by unsupervised way based on event and pattern information. Evaluation of our system on GENIA corpus achieves 90.1% precision and 70.0% recall.
引用
收藏
页码：533 / 536
页数：4
相关论文
共 50 条
  • [21] Biomedical event extraction using Kybots
    Casillas, Arantza
    Diaz de Ilarraza, Arantza
    Gojenola, Koldo
    Oronoz, Maite
    Rigau, German
    PROCESAMIENTO DEL LENGUAJE NATURAL, 2011, (47): : 31 - 38
  • [22] An Unsupervised Text Mining Method for Relation Extraction from Biomedical Literature
    Quan, Changqin
    Wang, Meng
    Ren, Fuji
    PLOS ONE, 2014, 9 (07):
  • [23] Biomedical Event Extraction Based on Distributed Representation and Deep Learning
    Wang, Anran
    Wang, Jian
    Lin, Hongfei
    Zhang, Jianhai
    Yang, Zhihao
    Xu, Kan
    2016 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2016, : 775 - 775
  • [24] Biomedical event extraction based on GRU integrating attention mechanism
    Li, Lishuang
    Wan, Jia
    Zheng, Jieqiong
    Wang, Jian
    BMC BIOINFORMATICS, 2018, 19
  • [25] Biomedical event extraction based on GRU integrating attention mechanism
    Lishuang Li
    Jia Wan
    Jieqiong Zheng
    Jian Wang
    BMC Bioinformatics, 19
  • [26] CASIE: Extracting Cybersecurity Event Information from Text
    Satyapanich, Taneeya
    Ferraro, Francis
    Finin, Tim
    THIRTY-FOURTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THE THIRTY-SECOND INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE AND THE TENTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2020, 34 : 8749 - 8757
  • [27] Event Extraction for Criminal Legal Text
    Li, Qingquan
    Zhang, Qifan
    Yao, Junjie
    Zhang, Yingjie
    11TH IEEE INTERNATIONAL CONFERENCE ON KNOWLEDGE GRAPH (ICKG 2020), 2020, : 573 - 580
  • [28] From POS tagging to dependency parsing for biomedical event extraction
    Dat Quoc Nguyen
    Verspoor, Karin
    BMC BIOINFORMATICS, 2019, 20 (1)
  • [29] From POS tagging to dependency parsing for biomedical event extraction
    Dat Quoc Nguyen
    Karin Verspoor
    BMC Bioinformatics, 20
  • [30] Event Detection and Information Extraction Strategies from Text: A Preliminary Study Using GENIA Corpus
    Abdullah, Mohd Hafizul Afifi
    Aziz, Norshakirah
    Abdulkadir, Said Jadid
    Akhir, Emelia Akashah Patah
    Talpur, Noureen
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND INTELLIGENT SYSTEMS, ICETIS 2022, VOL 2, 2023, 573 : 118 - 127
12345