Sentence Comprehension As A Cognitive Process

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Sentence Comprehension as a Cognitive Process

Author: Shravan Vasishth
language: en
Publisher: Cambridge University Press
Release Date: 2024-02-08
Sentence comprehension - the way we process and understand spoken and written language - is a central and important area of research within psycholinguistics. This book explores the contribution of computational linguistics to the field, showing how computational models of sentence processing can help scientists in their investigation of human cognitive processes. It presents the leading computational model of retrieval processes in sentence processing, the Lewis and Vasishth cue-based retrieval mode, and develops a principled methodology for parameter estimation and model comparison/evaluation using benchmark data, to enable researchers to test their own models of retrieval against the present model. It also provides readers with an overview of the last 20 years of research on the topic of retrieval processes in sentence comprehension, along with source code that allows researchers to extend the model and carry out new research. Comprehensive in its scope, this book is essential reading for researchers in cognitive science.
Sentence Comprehension as a Cognitive Process

Author: Shravan Vasishth
language: en
Publisher: Cambridge University Press
Release Date: 2021-11-11
Presents a computational model of sentence processing that is grounded in decades of research in cognitive psychology and AI.
Working Memory in Sentence Comprehension

The first-ever investigation of sentence processing in Hindi, Working Memory in Sentence Comprehension studies the predictions of three existing, wide-coverage sentence processing models. In experiments that apply these models to Hindi, Shravan Vasishth develops a new sentence processing model that builds on existing theories and overcomes their empirical problems. Advancing the understanding of human parsing processes, this book is a landmark in cross-linguistic research, presenting a challenging set of sentence processing facts that will impact future theories.