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Computational Cognitive Modeling and Linguistic Theory
Adrian Brasoveanu and Jakub Dotlačil
2020
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)
This book is included in DOAB.
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- 129 - epub (CC BY) at Unglue.it.
Keywords
- ACT-R Based Left-corner Parser
- Cataphoric Presupposition Resolution
- Cognitive Aspects of Processing Semantic Representations
- Enriched Semantics
- Incremental Dynamic Predicate Logic
- Language
- Language Interpretation Processes
- Linguistics
- Meaning Representations in Formal Semantics
- Natural Language Processing
- open access
- philosophy of language
- Processing Enriched Logical Forms
- Processing of Lexical Semantic and Syntactic Representations
- Psycholinguistics
- Psycholinguistics and Cognitive Lingusitics
- Psycholinguistics on Incremental Interpretation
- Real-time Construction of Syntactic Representations
- Real-time Semantic Interpretation
- Semantics
- Semantics and Processing
- Semantics, discourse analysis, etc
- 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
Links
DOI: 10.1007/978-3-030-31846-8web: https://link.springer.com/book/10.1007/978-3-030-31846-8
Editions
