A probabilistic parser as a model of global processing difficulty

被引:0
|
作者
Keller, F [1 ]
机构
[1] Univ Edinburgh, Sch Informat, Edinburgh EH8 9LW, Midlothian, Scotland
关键词
D O I
暂无
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
We present a model of global processing difficulty in human parsing. This model is based on a probabilistic context-free grammar and is trained on a realistic corpus sample. It achieves broad coverage and good parsing accuracy on unseen text, and its predictions are significantly correlated with experimental data on word order preferences in German. The model makes predictions about the differential behavior of verb final and verb initial sentences and provides evidence for the importance of lexical information in sentence processing.
引用
收藏
页码:646 / 651
页数:6
相关论文
共 50 条
  • [1] A probabilistic earley parser as a psycholinguistic model
    Hale, J
    2ND MEETING OF THE NORTH AMERICAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, PROCEEDINGS OF THE CONFERENCE, 2001, : 159 - 166
  • [2] Unifying syntactic theory and sentence processing difficulty through a connectionist minimalist parser
    Sabrina Gerth
    Peter beim Graben
    Cognitive Neurodynamics, 2009, 3 : 297 - 316
  • [3] Unifying syntactic theory and sentence processing difficulty through a connectionist minimalist parser
    Gerth, Sabrina
    Graben, Peter Beim
    COGNITIVE NEURODYNAMICS, 2009, 3 (04) : 297 - 316
  • [4] Adapting a probabilistic disambiguation model of an HPSG parser to a new domain
    Hara, T
    Miyao, Y
    Tsujii, J
    NATURAL LANGUAGE PROCESSING - IJCNLP 2005, PROCEEDINGS, 2005, 3651 : 199 - 210
  • [5] Using a probabilistic student model to control problem difficulty
    Mayo, M
    Mitrovic, A
    INTELLIGENT TUTORING SYSTEMS, PROCEEDINGS, 2000, 1839 : 524 - 533
  • [6] Shannon meets Shortz: A probabilistic model of crossword puzzle difficulty
    Efron, Miles
    JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY, 2008, 59 (06): : 875 - 886
  • [7] A probabilistic chart parser implemented with an evolutionary algorithm
    Araujo, L
    COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING, 2004, 2945 : 81 - 92
  • [8] An Arabic Probabilistic Parser Based on a Property Grammar
    Bensalem, Raja
    Haddar, Kais
    Blache, Philippe
    ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2023, 22 (10)
  • [9] i-Parser: Interactive Parser Development Kit for Natural Language Processing
    Morio, Gaku
    Ozaki, Hiroaki
    Koreeda, Yuta
    Morishita, Terufumi
    Miyoshi, Toshinori
    THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 16091 - 16093
  • [10] Text recognition enhancement with a probabilistic lattice chart parser
    1600, IAPR TC-11 and TC-10; IEEE Computer Society (IEEE, Los Alamitos, CA, USA):