Automatic Summarization: An Overview

被引:0
|
作者
Saggion, Horacio [1 ]
机构
[1] Univ Sheffield, Dept Comp Sci, Nat Language Proc Grp, Sheffield S1 4DP, S Yorkshire, England
来源
关键词
D O I
暂无
中图分类号
H0 [语言学];
学科分类号
030303 ; 0501 ; 050102 ;
摘要
A summary is a condensed version of a document It contains the most relevant information in context found in the source document. Automatic summarization is the process of producing text summaries by computer. Although research on automatic summarization started in the late 50s, the increasing volume of electronic text and recent international evaluation efforts have fuelled research in this field. The paper gives an overview of basic concepts in automatic text summarization together with examples of available tools, systems, evaluation, summarization experiments, summarization in practical settings, and discusses the role of linguistic information in the summarization task.
引用
收藏
页码:63 / 81
页数:19
相关论文
共 50 条
  • [31] MANUAL SUMMARIZATION VERSUS AUTOMATIC SUMMARIZATION OF A SCIENTIFIC TEXT: A CASE STUDY
    Laszkiewicz, Monika
    ROCZNIKI HUMANISTYCZNE, 2024, 72 (06): : 153 - 166
  • [32] Automatic Summarization of Highly Spontaneous Speech
    Beke, Andras
    Szaszak, Gyorgy
    SPEECH AND COMPUTER, 2016, 9811 : 140 - 147
  • [33] A new approach to automatic speech summarization
    Hori, C
    Furui, S
    IEEE TRANSACTIONS ON MULTIMEDIA, 2003, 5 (03) : 368 - 378
  • [34] Automatic music summarization in compressed domain
    Shao, X
    Xu, C
    Wang, Y
    Kankanhalli, MS
    2004 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL IV, PROCEEDINGS: AUDIO AND ELECTROACOUSTICS SIGNAL PROCESSING FOR COMMUNICATIONS, 2004, : 261 - 264
  • [35] An intelligent algorithm for automatic document summarization
    Guo, Y
    Stylios, G
    2003 INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND KNOWLEDGE ENGINEERING, PROCEEDINGS, 2003, : 740 - 745
  • [36] Sentence reduction for automatic text summarization
    Jing, HY
    6TH APPLIED NATURAL LANGUAGE PROCESSING CONFERENCE/1ST MEETING OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE AND PROCEEDINGS OF THE ANLP-NAACL 2000 STUDENT RESEARCH WORKSHOP, 2000, : 310 - 315
  • [37] Practical approach to automatic text summarization
    Hynek, J
    Jezek, K
    FROM INFORMATION TO KNOWLEDGE, 2003, : 378 - 388
  • [38] Automatic Summarization based on mutual information
    Hua, Huo
    Liu Xing-han
    APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 1994 - 1997
  • [39] A review of automatic source code summarization
    Zhang, Xuejun
    Hou, Xia
    Qiao, Xiuming
    Song, Wenfeng
    EMPIRICAL SOFTWARE ENGINEERING, 2024, 29 (06)
  • [40] Automatic soccer video analysis and summarization
    Ekin, A
    Tekalp, AM
    STORAGE AND RETRIEVAL FOR MEDIA DATABASES 2003, 2003, 5021 : 339 - 350