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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Bibliographic Details
Main Authors: Brasoveanu, Adrian (Author), Dotlačil, Jakub (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:1st ed. 2020.
Series:Language, Cognition, and Mind, 6
Subjects:
Online Access:Link to Metadata
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Table of Contents:
  • 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.