Constraint based integration of deep and shallow parsing techniques

被引：0
|
作者：
Daum, M [1 ]
Foth, KA [1 ]
Menzel, W [1 ]
机构：
[1] Univ Hamburg, Dept Comp Sci, Hamburg, Germany
来源：
EACL 2003: 10TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE | 2003年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
To investigate the contributions of taggers or chunkers to the performance of a deep syntactic parser, Weighted Constraint Dependency Grammars have been extended to also take into consideration information from external sources. Using a weak information fusion scheme based on constraint optimization techniques, a parsing accuracy has been achieved which is comparable to other (stochastic) parsers.
引用
收藏
页码：99 / 106
页数：8
相关论文
共 50 条
  • [1] Speed and accuracy in shallow and deep stochastic parsing
    Kaplan, RM
    Riezler, S
    King, FH
    Maxwell, JT
    Vasserman, A
    Crouch, R
    [J]. HLT-NAACL 2004: HUMAN LANGUAGE TECHNOLOGY CONFERENCE OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE MAIN CONFERENCE, 2004, : 97 - 104
  • [2] Combining deep and shallow approaches in parsing German
    Schiehlen, M
    [J]. 41ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE, 2003, : 112 - 119
  • [3] Integrated shallow and deep parsing:: TopP meets HPSG
    Frank, A
    Becker, M
    Crysmann, B
    Kiefer, B
    Schäfer, U
    [J]. 41ST ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE, 2003, : 104 - 111
  • [4] PNEPS FOR SHALLOW PARSING NEPs Extended For Parsing Applied To Shallow Parsing
    del Rosal, Emilio
    Ortega de la Puente, Alfonso
    Perez Marin, Diana
    [J]. ICAART 2010: PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE, VOL 2: AGENTS, 2010, : 403 - 410
  • [5] Memory-based shallow parsing
    Sang, EFTK
    [J]. JOURNAL OF MACHINE LEARNING RESEARCH, 2002, 2 (04) : 559 - 594
  • [6] Shallow parsing based on comma values
    Garat, Diego
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE - IBERAMIA-SBIA 2006, PROCEEDINGS, 2006, 4140 : 492 - 501
  • [7] Shallow Parsing of Chinese Based on HMM Model
    Zheng Weifa
    Xie Wenliang
    [J]. INTELLIGENCE COMPUTATION AND EVOLUTIONARY COMPUTATION, 2013, 180 : 79 - 86
  • [8] Discourse Segmentation for Spanish Based on Shallow Parsing
    da Cunha, Iria
    SanJuan, Eric
    Torres-Moreno, Juan-Manuel
    Lloberes, Marina
    Castellon, Irene
    [J]. ADVANCES IN ARTIFICIAL INTELLIGENCE, MICAI 2010, PT I, 2010, 6437 : 13 - 23
  • [9] A Review on Deep Learning Techniques Applied to Human Parsing
    Shao, Jie
    Huang, Xi
    Cao, Kun-Tao
    [J]. Dianzi Keji Daxue Xuebao/Journal of the University of Electronic Science and Technology of China, 2019, 48 (05): : 644 - 654
  • [10] Evolutionary Shallow Parsing
    Atkinson, John
    Matamala, Juan
    [J]. 2009 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, 2009, : 420 - 425
12345