Automatic Text Summarization: A State-of-the-Art Review

被引:6
|
作者
Klymenko, Oleksandra [1 ]
Braun, Daniel [1 ]
Matthes, Florian [1 ]
机构
[1] Tech Univ Munich, Dept Informat, Munich, Germany
关键词
Text Summarization; Natural Language Generation; Summary Evaluation;
D O I
10.5220/0009723306480655
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Despite the progress that has been achieved in over 50 years of research, automatic text summarization systems are still far from perfect, posing many challenges to the researchers in the field. This paper provides an overview of the most prominent algorithms for automatic text summarization that were proposed in the last years, as well as describes automatic and manual evaluation methods that are currently widely adopted.
引用
收藏
页码:648 / 655
页数:8
相关论文
共 50 条
  • [41] Nanocomposites: a state-of-the-art review
    Crainic, N
    Marques, AT
    ADVANCED MATERIALS FORUM I, 2002, 230-2 : 656 - 659
  • [42] Trimebutine: a state-of-the-art review
    Salvioli, Beatrice
    MINERVA GASTROENTEROLOGICA E DIETOLOGICA, 2019, 65 (03) : 229 - 238
  • [43] Gastroschisis: A State-of-the-Art Review
    Bhat, Vishwanath
    Moront, Matthew
    Bhandari, Vineet
    CHILDREN-BASEL, 2020, 7 (12):
  • [44] Automatic Text Summarization and Classification
    Simske, Steven J.
    Lins, Rafael
    PROCEEDINGS OF THE ACM SYMPOSIUM ON DOCUMENT ENGINEERING (DOCENG 2018), 2018,
  • [45] COLCHICINE - A STATE-OF-THE-ART REVIEW
    LEVY, M
    SPINO, M
    READ, SE
    PHARMACOTHERAPY, 1991, 11 (03): : 196 - 211
  • [46] Advances in automatic text summarization
    Sanderson, M
    COMPUTATIONAL LINGUISTICS, 2000, 26 (02) : 280 - 281
  • [47] Advances in Automatic Text Summarization
    Elizabeth Liddy
    Information Retrieval, 2001, 4 (1): : 82 - 83
  • [48] Survey on Automatic Text Summarization
    Li J.
    Zhang C.
    Chen X.
    Hu Y.
    Liao P.
    Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2021, 58 (01): : 1 - 21
  • [49] Automatic Text Summarization Approaches
    Al-Taani, Ahmad T.
    2017 INTERNATIONAL CONFERENCE ON INFOCOM TECHNOLOGIES AND UNMANNED SYSTEMS (TRENDS AND FUTURE DIRECTIONS) (ICTUS), 2017, : 93 - 94
  • [50] A State-of-the-Art Review on SLAM
    Zhou, Xuewei
    Huang, Ruining
    INTELLIGENT ROBOTICS AND APPLICATIONS (ICIRA 2022), PT III, 2022, 13457 : 240 - 251