Probabilistic models of language processing and acquisition
Probabilistic methods are providing new explanatory approaches to fundamental cognitive
science questions of how humans structure, process and acquire language. This review …
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 …
sensory inputs into discrete events. In this review, I propose that in order to comprehend …
What do we mean by prediction in language comprehension?
We consider several key aspects of prediction in language comprehension: its
computational nature, the representational level (s) at which we predict, whether we use …
computational nature, the representational level (s) at which we predict, whether we use …
The now-or-never bottleneck: A fundamental constraint on language
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 …
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 …
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 …
formalizes the intuition that comprehenders have more trouble on words contributing larger …
Précis of Bayesian rationality: The probabilistic approach to human reasoning
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 …
and irrationality is fundamental to many aspects of human life including the law, mental …
Underspecification of syntactic ambiguities: Evidence from self-paced reading
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 …
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 …
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 …
simplicity principle: Choose the pattern that provides the briefest representation of the …