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Computational Cognitive Modeling and Linguistic Theory:

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dc.contributor.author Brasoveanu, Adrian;DotlaÄ il, Jakub
dc.date.accessioned 2024-04-09T08:14:39Z
dc.date.available 2024-04-09T08:14:39Z
dc.date.issued 2020
dc.description Publisher: Springer Nature ; License: http://creativecommons.org/licenses/by/4.0/ ; Source: http://library.oapen.org/handle/20.500.12657/39529 ; 294 pages
dc.description.abstract This open access book introduces a general framework that allows natural language researchers to enhance existing competence theories with fully specified performance and processing components. Gradually developing increasingly complex and cognitively realistic competence-performance models, it provides running code for these models and shows how to fit them to real-time experimental data. This computational cognitive modeling approach opens up exciting new directions for research in formal semantics, and linguistics more generally, and offers new ways of (re)connecting semantics and the broader field of cognitive science. The approach of this book is novel in more ways than one. Assuming the mental architecture and procedural modalities of Anderson’s ACT-R framework, it presents fine-grained computational models of human language processing tasks which make detailed quantitative predictions that can be checked against the results of self-paced reading and other psycho-linguistic experiments. All models are presented as computer programs that readers can run on their own computer and on inputs of their choice, thereby learning to design, program and run their own models. But even for readers who won't do all that, the book will show how such detailed, quantitatively predicting modeling of linguistic processes is possible. A methodological breakthrough and a must for anyone concerned about the future of linguistics! (Hans Kamp) This book constitutes a major step forward in linguistics and psycholinguistics. It constitutes a unique synthesis of several different research traditions: computational models of psycholinguistic processes, and formal models of semantics and discourse processing. The work also introduces a sophisticated python-based software environment for modeling linguistic processes. This book has the potential to revolutionize not only formal models of linguistics, but also models of language processing more generally. (Shravan Vasishth)
dc.identifier.isbn 9783030318468
dc.identifier.uri http://repository.vlu.edu.vn:443/handle/123456789/13277
dc.language.iso en_US
dc.subject Philosophy of Language
dc.subject Psycholinguistics
dc.subject Semantics
dc.subject Psycholinguistics and Cognitive Lingusitics
dc.subject Linguistics
dc.subject Open Access
dc.subject ACT-R Based Left-corner Parser
dc.subject Incremental Dynamic Predicate Logic
dc.subject Cataphoric Presupposition Resolution
dc.subject Cognitive Aspects of Processing Semantic Representations
dc.subject Enriched Semantics
dc.subject Language Interpretation Processes
dc.subject Meaning Representations in Formal Semantics
dc.subject Natural Language Processing
dc.subject Processing Enriched Logical Forms
dc.subject Processing of Lexical Semantic and Syntactic Representations
dc.subject Psycholinguistics on Incremental Interpretation
dc.subject Real-time Construction of Syntactic Representations
dc.subject Real-time Semantic Interpretation
dc.subject Semantics and Processing
dc.subject Philosophy of language
dc.subject discourse analysis
dc.subject stylistics
dc.title Computational Cognitive Modeling and Linguistic Theory:
dc.type Resource Types::text::book
dspace.entity.type Publication
oairecerif.author.affiliation #PLACEHOLDER_PARENT_METADATA_VALUE#
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