Probabilistic models of language processing and acquisition

N Chater, CD Manning - Trends in cognitive sciences, 2006 - cell.com
Probabilistic methods are providing new explanatory approaches to fundamental cognitive
science questions of how humans structure, process and acquire language. This review …

A probabilistic model of lexical and syntactic access and disambiguation

D Jurafsky - Cognitive science, 1996 - Wiley Online Library
The problems of access—retrieving linguistic structure from some mental grammar—and
disambiguation—choosing among these structures to correctly parse ambiguous linguistic …

[PDF][PDF] Probabilistic modeling in psycholinguistics: Linguistic comprehension and production

D Jurafsky - Probabilistic linguistics, 2003 - web.stanford.edu
It must certainly be accounted a paradox that probabilistic modeling is simultaneously one of
the oldest and one of the newest areas in psycholinguistics. Much research in linguistics and …

What mechanisms underlie implicit statistical learning? Transitional probabilities versus chunks in language learning

P Perruchet - Topics in cognitive science, 2019 - Wiley Online Library
In a prior review, Perrruchet and Pacton (2006) noted that the literature on implicit learning
and the more recent studies on statistical learning focused on the same phenomena, namely …

Computational psycholinguistics

MW Crocker - The handbook of computational linguistics and …, 2010 - Wiley Online Library
Computational psycholinguistics is concerned with the development of computational
models of the cognitive mechanisms and representations that underlie language processing …

Probabilistic relations between words: Evidence from reduction in lexical production

D Jurafsky, A Bell, M Gregory… - Typological studies in …, 2001 - books.google.com
The ideas of frequency and predictability have played a fundamental role in models of
human language processing for well over a hundred years (Schuchardt 1885; Jespersen …

Four central questions about prediction in language processing

F Huettig - Brain research, 2015 - Elsevier
The notion that prediction is a fundamental principle of human information processing has
been en vogue over recent years. The investigation of language processing may be …

A resource-rational model of human processing of recursive linguistic structure

M Hahn, R Futrell, R Levy… - Proceedings of the …, 2022 - National Acad Sciences
A major goal of psycholinguistic theory is to account for the cognitive constraints limiting the
speed and ease of language comprehension and production. Wide-ranging evidence …

Environmental determinants of lexical processing effort

S McDonald - 2000 - era.ed.ac.uk
A central concern of psycholinguistic research is explaining the relative ease or difficulty
involved in processing words. In this thesis, we explore the connection between lexical …

The probabilistic analysis of language acquisition: Theoretical, computational, and experimental analysis

AS Hsu, N Chater, PMB Vitányi - Cognition, 2011 - Elsevier
There is much debate over the degree to which language learning is governed by innate
language-specific biases, or acquired through cognition-general principles. Here we …