Computational Cognitive Modeling and Linguistic Theory
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 prov...
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| Format: | Online |
| Jezik: | angleščina |
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Springer Nature
2021
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| Online dostop: | ONIX_20200615_9783030318468_2 |
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| _version_ | 1869518486709993472 |
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| author | Brasoveanu, Adrian Dotlačil, Jakub |
| author_browse | Brasoveanu, Adrian Dotlačil, Jakub |
| author_facet | Brasoveanu, Adrian Dotlačil, Jakub |
| author_sort | Brasoveanu, Adrian |
| collection | Directory of Open Access Books |
| description | 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) |
| format | Online |
| id | doab-20.500.12854ir-29320 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Springer Nature |
| publisherStr | Springer Nature |
| record_format | ojs |
| spelling | doab-20.500.12854ir-293202025-07-21T15:57:18Z Computational Cognitive Modeling and Linguistic Theory Brasoveanu, Adrian Dotlačil, Jakub Philosophy of Language Psycholinguistics Semantics Psycholinguistics and Cognitive Lingusitics Linguistics Open Access ACT-R Based Left-corner Parser Incremental Dynamic Predicate Logic Cataphoric Presupposition Resolution Cognitive Aspects of Processing Semantic Representations Enriched Semantics Language Interpretation Processes Meaning Representations in Formal Semantics Natural Language Processing Processing Enriched Logical Forms Processing of Lexical Semantic and Syntactic Representations Psycholinguistics on Incremental Interpretation Real-time Construction of Syntactic Representations Real-time Semantic Interpretation Semantics and Processing Philosophy of language Semantics, discourse analysis, stylistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFA Philosophy of language thema EDItEUR::C Language and Linguistics::CF Linguistics::CFD Psycholinguistics and cognitive linguistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFG Semantics, discourse analysis, stylistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFA Philosophy of language thema EDItEUR::C Language and Linguistics::CF Linguistics::CFD Psycholinguistics and cognitive linguistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFG Semantics, discourse analysis, stylistics 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) 2021-02-10T13:31:32Z 2021-02-10T13:31:32Z 2020-06-15T15:07:27Z 2020 book ONIX_20200615_9783030318468_2 OCN: 1155637820 http://library.oapen.org/handle/20.500.12657/39529 9783030318468 https://directory.doabooks.org/handle/20.500.12854/29320 eng Language, Cognition, and Mind open access image/jpeg image/jpeg image/jpeg image/jpeg image/jpeg n/a n/a n/a n/a n/a https://library.oapen.org/bitstream/20.500.12657/39529/1/2020_Book_ComputationalCognitiveModeling.pdf https://library.oapen.org/bitstream/20.500.12657/39529/1/2020_Book_ComputationalCognitiveModeling.pdf https://library.oapen.org/bitstream/20.500.12657/39529/1/2020_Book_ComputationalCognitiveModeling.pdf https://library.oapen.org/bitstream/20.500.12657/39529/1/2020_Book_ComputationalCognitiveModeling.pdf https://library.oapen.org/bitstream/20.500.12657/39529/1/2020_Book_ComputationalCognitiveModeling.pdf Springer Nature Springer 10.1007/978-3-030-31846-8 10.1007/978-3-030-31846-8 9fa3421d-f917-4153-b9ab-fc337c396b5a Nederlandse Organisatie voor Wetenschappelijk Onderzoek 9783030318468 Dutch Research Council (NWO) Springer 294 open access |
| spellingShingle | Philosophy of Language Psycholinguistics Semantics Psycholinguistics and Cognitive Lingusitics Linguistics Open Access ACT-R Based Left-corner Parser Incremental Dynamic Predicate Logic Cataphoric Presupposition Resolution Cognitive Aspects of Processing Semantic Representations Enriched Semantics Language Interpretation Processes Meaning Representations in Formal Semantics Natural Language Processing Processing Enriched Logical Forms Processing of Lexical Semantic and Syntactic Representations Psycholinguistics on Incremental Interpretation Real-time Construction of Syntactic Representations Real-time Semantic Interpretation Semantics and Processing Philosophy of language Semantics, discourse analysis, stylistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFA Philosophy of language thema EDItEUR::C Language and Linguistics::CF Linguistics::CFD Psycholinguistics and cognitive linguistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFG Semantics, discourse analysis, stylistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFA Philosophy of language thema EDItEUR::C Language and Linguistics::CF Linguistics::CFD Psycholinguistics and cognitive linguistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFG Semantics, discourse analysis, stylistics Brasoveanu, Adrian Dotlačil, Jakub Computational Cognitive Modeling and Linguistic Theory |
| title | Computational Cognitive Modeling and Linguistic Theory |
| title_full | Computational Cognitive Modeling and Linguistic Theory |
| title_fullStr | Computational Cognitive Modeling and Linguistic Theory |
| title_full_unstemmed | Computational Cognitive Modeling and Linguistic Theory |
| title_short | Computational Cognitive Modeling and Linguistic Theory |
| title_sort | computational cognitive modeling and linguistic theory |
| topic | Philosophy of Language Psycholinguistics Semantics Psycholinguistics and Cognitive Lingusitics Linguistics Open Access ACT-R Based Left-corner Parser Incremental Dynamic Predicate Logic Cataphoric Presupposition Resolution Cognitive Aspects of Processing Semantic Representations Enriched Semantics Language Interpretation Processes Meaning Representations in Formal Semantics Natural Language Processing Processing Enriched Logical Forms Processing of Lexical Semantic and Syntactic Representations Psycholinguistics on Incremental Interpretation Real-time Construction of Syntactic Representations Real-time Semantic Interpretation Semantics and Processing Philosophy of language Semantics, discourse analysis, stylistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFA Philosophy of language thema EDItEUR::C Language and Linguistics::CF Linguistics::CFD Psycholinguistics and cognitive linguistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFG Semantics, discourse analysis, stylistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFA Philosophy of language thema EDItEUR::C Language and Linguistics::CF Linguistics::CFD Psycholinguistics and cognitive linguistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFG Semantics, discourse analysis, stylistics |
| topic_facet | Philosophy of Language Psycholinguistics Semantics Psycholinguistics and Cognitive Lingusitics Linguistics Open Access ACT-R Based Left-corner Parser Incremental Dynamic Predicate Logic Cataphoric Presupposition Resolution Cognitive Aspects of Processing Semantic Representations Enriched Semantics Language Interpretation Processes Meaning Representations in Formal Semantics Natural Language Processing Processing Enriched Logical Forms Processing of Lexical Semantic and Syntactic Representations Psycholinguistics on Incremental Interpretation Real-time Construction of Syntactic Representations Real-time Semantic Interpretation Semantics and Processing Philosophy of language Semantics, discourse analysis, stylistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFA Philosophy of language thema EDItEUR::C Language and Linguistics::CF Linguistics::CFD Psycholinguistics and cognitive linguistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFG Semantics, discourse analysis, stylistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFA Philosophy of language thema EDItEUR::C Language and Linguistics::CF Linguistics::CFD Psycholinguistics and cognitive linguistics thema EDItEUR::C Language and Linguistics::CF Linguistics::CFG Semantics, discourse analysis, stylistics |
| url | ONIX_20200615_9783030318468_2 |
| work_keys_str_mv | AT brasoveanuadrian computationalcognitivemodelingandlinguistictheory AT dotlaciljakub computationalcognitivemodelingandlinguistictheory |