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 …

Tea with milk? A hierarchical generative framework of sequential event comprehension

GR Kuperberg - Topics in Cognitive Science, 2021 - Wiley Online Library
To make sense of the world around us, we must be able to segment a continual stream of
sensory inputs into discrete events. In this review, I propose that in order to comprehend …

What do we mean by prediction in language comprehension?

GR Kuperberg, TF Jaeger - Language, cognition and neuroscience, 2016 - Taylor & Francis
We consider several key aspects of prediction in language comprehension: its
computational nature, the representational level (s) at which we predict, whether we use …

The now-or-never bottleneck: A fundamental constraint on language

MH Christiansen, N Chater - Behavioral and brain sciences, 2016 - cambridge.org
Memory is fleeting. New material rapidly obliterates previous material. How, then, can the
brain deal successfully with the continual deluge of linguistic input? We argue that, to deal …

The Bayesian reader: explaining word recognition as an optimal Bayesian decision process.

D Norris - Psychological review, 2006 - psycnet.apa.org
This article presents a theory of visual word recognition that assumes that, in the tasks of
word identification, lexical decision, and semantic categorization, human readers behave as …

Uncertainty about the rest of the sentence

J Hale - Cognitive science, 2006 - Wiley Online Library
A word‐by‐word human sentence processing complexity metric is presented. This metric
formalizes the intuition that comprehenders have more trouble on words contributing larger …

Précis of Bayesian rationality: The probabilistic approach to human reasoning

M Oaksford, N Chater - Behavioral and Brain Sciences, 2009 - cambridge.org
According to Aristotle, humans are the rational animal. The borderline between rationality
and irrationality is fundamental to many aspects of human life including the law, mental …

Underspecification of syntactic ambiguities: Evidence from self-paced reading

B Swets, T Desmet, C Clifton, F Ferreira - Memory & Cognition, 2008 - Springer
Syntactically ambiguous sentences are sometimes read faster than disambiguated strings.
Models of parsing have explained this tendency by appealing either to a race in the …

Finding useful questions: on Bayesian diagnosticity, probability, impact, and information gain.

JD Nelson - Psychological review, 2005 - psycnet.apa.org
Abstract [Correction Notice: An erratum for this article was reported in Vol 114 (3) of
Psychological Review (see record 2007-10421-013). In Table 13, the data should indicate …

The search for simplicity: A fundamental cognitive principle?

N Chater - The Quarterly Journal of Experimental Psychology …, 1999 - Taylor & Francis
It is proposed that the cognitive system imposes patterns on the world according to a
simplicity principle: Choose the pattern that provides the briefest representation of the …