Toward Computational Models of Multilingual Sentence Processing

被引:8
|
作者
Frank, Stefan L. [1 ]
机构
[1] Radboud Univ Nijmegen, Nijmegen, Netherlands
关键词
multilingualism; sentence processing; computational models; probabilistic grammars; neural networks; WORD RECOGNITION; WORKING-MEMORY; EYE-MOVEMENTS; LANGUAGE; COMPREHENSION; PREDICTION; SPEAKING; N400; 1ST;
D O I
10.1111/lang.12406
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
Although computational models can simulate aspects of human sentence processing, research on this topic has remained almost exclusively limited to the single language case. The current review presents an overview of the state of the art in computational cognitive models of sentence processing, and discusses how recent sentence-processing models can be used to study bi- and multilingualism. Recent results from cognitive modeling and computational linguistics suggest that phenomena specific to bilingualism can emerge from systems that have no dedicated components for handling multiple languages. Hence, accounting for human bi-/multilingualism may not require models that are much more sophisticated than those for the monolingual case.
引用
收藏
页码:193 / 218
页数:26
相关论文
共 50 条
  • [1] Computational Models of Retrieval Processes in Sentence Processing
    Vasishth, Shravan
    Nicenboim, Bruno
    Engelmann, Felix
    Burchert, Frank
    [J]. TRENDS IN COGNITIVE SCIENCES, 2019, 23 (11) : 968 - 982
  • [2] A Computational Evaluation of Two Models of Retrieval Processes in Sentence Processing in Aphasia
    Lisson, Paula
    Pregla, Dorothea
    Nicenboim, Bruno
    Paape, Dario
    Nederend, Mick L. Vanhet
    Burchert, Frank
    Stadie, Nicole
    Caplan, David
    Vasishth, Shravan
    [J]. COGNITIVE SCIENCE, 2021, 45 (04)
  • [3] Dynamical models of sentence processing
    Tabor, W
    Tanenhaus, MK
    [J]. COGNITIVE SCIENCE, 1999, 23 (04) : 491 - 515
  • [4] Computational Models of Retrieval Processes in Sentence Processing (vol 23, pg 968, 2019)
    Vasishth, Shravan
    Nicenboim, Bruno
    Engelmann, Felix
    Burchert, Frank
    [J]. TRENDS IN COGNITIVE SCIENCES, 2021, 25 (10) : 911 - 911
  • [5] Evaluating Multilingual Sentence Representation Models in a Real Case Scenario
    Tripodi, Rocco
    Blloshmi, Rexhina
    Sullam, Simon Levis
    [J]. LREC 2022: THIRTEEN INTERNATIONAL CONFERENCE ON LANGUAGE RESOURCES AND EVALUATION, 2022, : 2928 - 2939
  • [6] A Computational Evaluation of Sentence Processing Deficits in Aphasia
    Patil, Umesh
    Hanne, Sandra
    Burchert, Frank
    De Bleser, Ria
    Vasishth, Shravan
    [J]. COGNITIVE SCIENCE, 2016, 40 (01) : 5 - 50
  • [7] Multilingual sentence hunter
    Liu, JYC
    Lin, JL
    [J]. WEB INFORMATION SYSTEMS ENGINEERING - WISE 2005 WORKSHOPS, PROCEEDINGS, 2005, 3807 : 84 - 93
  • [8] Bayesian models of human sentence processing
    Narayanan, S
    Jurafsky, D
    [J]. PROCEEDINGS OF THE TWENTIETH ANNUAL CONFERENCE OF THE COGNITIVE SCIENCE SOCIETY, 1998, : 752 - 757
  • [9] Psycholinguistic Models of Sentence Processing Improve Sentence Readability Ranking
    Howcroft, David M.
    Demberg, Vera
    [J]. 15TH CONFERENCE OF THE EUROPEAN CHAPTER OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (EACL 2017), VOL 1: LONG PAPERS, 2017, : 958 - 968
  • [10] Semantic similarity, predictability, and models of sentence processing
    Roland, Douglas
    Yun, Hongoak
    Koenig, Jean-Pierre
    Mauner, Gail
    [J]. COGNITION, 2012, 122 (03) : 267 - 279