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
  • [41] A CHINESE QUESTION ANSWERING SYSTEM BASED ON WEB SEARCH
    Liu, Zeng-Jian
    Wang, Xiao-Long
    Chen, Qing-Cai
    Zhang, Yao-Yun
    Xiang, Yang
    PROCEEDINGS OF 2014 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 2, 2014, : 816 - 820
  • [42] LogAnswer -: A deduction-based question answering system
    Furbach, Ulrich
    Gloeckner, Ingo
    Helbig, Hermann
    Pelzer, Bjoern
    AUTOMATED REASONING, PROCEEDINGS, 2008, 5195 : 139 - +
  • [43] Semantic Based Question Answering System on Travel Ontology
    Rahim, Maria
    Turabee, Zakia
    Rajput, Quratulain
    Khoja, Shakeel Ahmed
    2019 SIXTH INTERNATIONAL CONFERENCE ON SOCIAL NETWORKS ANALYSIS, MANAGEMENT AND SECURITY (SNAMS), 2019, : 67 - 74
  • [44] Study of Intelligent Question Answering System Based on Ontology
    Xu, Jin
    Zhang, Wei
    PROCEEDINGS OF 2020 IEEE 11TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2020), 2020, : 428 - 431
  • [45] Time and Object Based Question and Answering System for Turkish
    Ayverdi, Serkan
    Oncevarlik, Adnan
    Ucar, Muhammet
    Adali, Esref
    2020 5TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2020, : 372 - 377
  • [46] Study of Intelligent Question Answering System Based on Ontology
    Xu, Jin
    Li, Yunqing
    PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND INDUSTRIAL ENGINEERING, VOLS I AND II, 2010, : 893 - 896
  • [47] User Interface for a Template Based Question Answering System
    Hoeffner, Konrad
    Unger, Christina
    Buehmann, Lorenz
    Lehmann, Jens
    Ngomo, Axel-Cyrille Ngonga
    Gerber, Daniel
    Cimiano, Phillip
    KNOWLEDGE ENGINEERING AND THE SEMANTIC WEB (KESW 2013), 2013, 394 : 258 - 264
  • [48] Question Answering System in Network Education Based on FAQ
    Jia, Keliang
    Pang, Xiuling
    Li, Zhinuo
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE FOR YOUNG COMPUTER SCIENTISTS, VOLS 1-5, 2008, : 2577 - +
  • [49] Knowledge-Based Question and Answering System for Turkish
    Yasar, Pinar
    Sahin, Irem
    Adali, Esref
    2019 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ENGINEERING (UBMK), 2019, : 307 - 312
  • [50] A constraint grammar based question answering system for Portuguese
    Bick, E
    PROGRESS IN ARTIFICIAL INTELLIGENCE-B, 2003, 2902 : 414 - 418