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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Detalles Bibliográficos
Autores principales: Brasoveanu, Adrian. author (author), Dotlačil, Jakub. author
Formato: Libro electrónico
Idioma:Inglés
Publicado: Cham : Springer Nature 2020
2020.
Edición:1st ed. 2020.
Colección:Language, Cognition, and Mind, 6
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009437769206719
Tabla de Contenidos:
  • Chapter 1. Introduction
  • Chapter 2. The ACT-R cognitive architecture and its pyactr implementation
  • Chapter 3. The basics of syntactic parsing in ACT-R
  • Chapter 4. Syntax as a Cognitive Process: Left-corner parsing with visual & motor interfaces
  • Chapter 5. Brief introduction to Bayesian methods and pymc3 for linguists
  • Chapter 6. Modeling linguistic performance
  • Chapter 7. Competence-performance models for lexical access and syntactic parsing
  • Chapter 8. Semantics as a cognitive process I: Discourse Representation Structures in declarative memory
  • Chapter 9. Semantics as a cognitive process II: Active search for cataphora antecedents and the semantics of conditionals
  • Chapter 10. Future directions.