An alignment-based surface pattern for a question answering system

被引:0
|
作者
Sung, Cheng-Lung [1 ,2 ]
Lee, Cheng-Wei [2 ]
Yen, Hsu-Chun [1 ]
Hsu, Wen-Lian [2 ]
机构
[1] Natl Taiwan Univ, Dept Elect Engn, Taipei, Taiwan
[2] Acad Sinica, Inst Informat Sci, Taipei, Taiwan
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose an alignment-based surface pattern approach, called ABSP, which integrates semantic information into syntactic patterns for question answering (QA). ABSP uses surface patterns to extract important terms from questions, and constructs the terms' relations from sentences in the corpus. The relations are then used to filter appropriate answer candidates. Experiments show that ABSP can achieve high accuracy and can be incorporated into other QA systems that have high coverage. It can also be used in cross-lingual QA systems. The approach is both robust and pot-table to other domains.
引用
收藏
页码:172 / +
页数:2
相关论文
共 50 条
  • [31] Alignment-based extraction of multiword expressions
    Helena Medeiros de Caseli
    Carlos Ramisch
    Maria das Graças Volpe Nunes
    Aline Villavicencio
    Language Resources and Evaluation, 2010, 44 : 59 - 77
  • [32] Alignment-based extraction of multiword expressions
    Caseli, Helena de Medeiros
    Ramisch, Carlos
    Volpe Nunes, Maria das Gracas
    Villavicencio, Aline
    LANGUAGE RESOURCES AND EVALUATION, 2010, 44 (1-2) : 59 - 77
  • [33] Question Classification Method in Disease Question Answering System Based on MCDPLSTM
    Yu, Xiaosheng
    Gong, Ruxin
    Chen, Peng
    2021 21ST INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY COMPANION (QRS-C 2021), 2021, : 381 - 387
  • [34] Heading error in an Alignment-Based Magnetometer
    Hovde, Chris
    Patton, Brian
    Versolato, Oscar
    Corsini, Eric
    Rochester, Simon
    Budker, Dmitry
    UNATTENDED GROUND, SEA, AND AIR SENSOR TECHNOLOGIES AND APPLICATIONS XIII, 2011, 8046
  • [35] Answer-Based Entity Extraction and Alignment for Visual Text Question Answering
    Yu, Jun
    Jing, Mohan
    Liu, Weihao
    Luo, Tongxu
    Zhang, Bingyuan
    Lu, Keda
    Lei, Fangyu
    Sun, Jianqing
    Liang, Jiaen
    PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2023, 2023, : 9487 - 9491
  • [36] Automatic Question Answering System Based on Contextual Interaction
    Liu Hanxing
    Zeng Ling
    Liu Caixing
    INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS II, PTS 1-3, 2011, 58-60 : 1219 - 1225
  • [37] A Question Answering System based on Conceptual Graph Formalism
    Salloum, Wael
    2009 SECOND INTERNATIONAL SYMPOSIUM ON KNOWLEDGE ACQUISITION AND MODELING: KAM 2009, VOL 3, 2009, : 383 - 386
  • [38] Question Answering System based on Diease Knowledge Base
    Wang, Xuan
    Wang, Zhijun
    PROCEEDINGS OF 2020 IEEE 11TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2020), 2020, : 351 - 354
  • [39] Rule Based Architecture for Medical Question Answering System
    Jain, Sonal
    Dodiya, Tripti
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON SOFT COMPUTING FOR PROBLEM SOLVING (SOCPROS 2012), 2014, 236 : 1225 - 1233
  • [40] A Legal Question Answering Ontology-Based System
    Kourtin, Ismahane
    Mbarki, Samir
    Mouloudi, Abdelaaziz
    FORMALISING NATURAL LANGUAGES: APPLICATIONS TO NATURAL LANGUAGE PROCESSING AND DIGITAL HUMANITIES, NOOJ 2020, 2021, 1389 : 218 - 229