Automatic keyphrase extraction from scientific articles

被引:0
|
作者
Su Nam Kim
Olena Medelyan
Min-Yen Kan
Timothy Baldwin
机构
[1] The University of Melbourne,Department of Computing and Information Systems
[2] Pingar,School of Computing
[3] National University of Singapore,undefined
来源
关键词
Keyphrase extraction; Scientific document processing; SemEval-2010; Shared task;
D O I
暂无
中图分类号
学科分类号
摘要
This paper describes the organization and results of the automatic keyphrase extraction task held at the Workshop on Semantic Evaluation 2010 (SemEval-2010). The keyphrase extraction task was specifically geared towards scientific articles. Systems were automatically evaluated by matching their extracted keyphrases against those assigned by the authors as well as the readers to the same documents. We outline the task, present the overall ranking of the submitted systems, and discuss the improvements to the state-of-the-art in keyphrase extraction.
引用
收藏
页码:723 / 742
页数:19
相关论文
共 50 条
  • [41] A Graph-based Approach of Automatic Keyphrase Extraction
    Yan Ying
    Tan Qingping
    Xie Qinzheng
    Zeng Ping
    Li Panpan
    ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY, 2017, 107 : 248 - 255
  • [42] Automatic Knowlegde Base updating for keyphrase extraction system
    Kongkachandra, R
    Chamnongthai, K
    7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL IX, PROCEEDINGS: COMPUTER SCIENCE AND ENGINEERING: II, 2003, : 360 - 365
  • [43] HAKE: an Unsupervised Approach to Automatic Keyphrase Extraction for Multiple Domains
    Merrouni, Zakariae Alami
    Frikh, Bouchra
    Ouhbi, Brahim
    COGNITIVE COMPUTATION, 2022, 14 (02) : 852 - 874
  • [44] Automatic Keyphrase Extraction using Graph-based Methods
    Mothe, Josiane
    Ramiandrisoa, Faneva
    Rasolomanana, Michael
    33RD ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, 2018, : 728 - 730
  • [45] Applying OWA Operator in the Semantic Processing for Automatic Keyphrase Extraction
    Barreiro-Guerrero, Manuel
    Simon-Cuevas, Alfredo
    Perez-Guadarrama, Yamel
    Romero, Francisco P.
    Olivas, Jose A.
    PROGRESS IN PATTERN RECOGNITION, IMAGE ANALYSIS, COMPUTER VISION, AND APPLICATIONS (CIARP 2019), 2019, 11896 : 62 - 71
  • [46] Automatic summarization of scientific articles: A survey
    Altmami, Nouf Ibrahim
    Menai, Mohamed El Bachir
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (04) : 1011 - 1028
  • [47] SemCluster: Unsupervised Automatic Keyphrase Extraction Using Affinity Propagation
    Alrehamy, Hassan H.
    Walker, Coral
    ADVANCES IN COMPUTATIONAL INTELLIGENCE SYSTEMS, 2018, 650 : 222 - 235
  • [48] Analysis of OWA operators for automatic keyphrase extraction in a semantic context
    Perez-Guadarramas, Yamel
    Barreiro-Guerrero, Manuel
    Simon-Cuevas, Alfredo
    Romero, Francisco P.
    Olivas, Jose A.
    INTELLIGENT DATA ANALYSIS, 2020, 24 (S1) : S43 - S62
  • [49] A Fuzzy Approach to Improve an Unsupervised Automatic Keyphrase Extraction Process
    Perez-Guadarrama, Yamel
    Simon-Cuevas, Alfredo
    Hojas-Mazo, Wenny
    Olivas, Jose A.
    Romero, Francisco P.
    2018 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2018,
  • [50] Automatic Arabic Text Summarization Using Clustering and Keyphrase Extraction
    Fejer, Hamzah Noori
    Omar, Nazlia
    PROCEEDINGS OF THE 2014 6TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND MULTIMEDIA (ICIM), 2014, : 293 - 298