Statistical learning research: A critical review and possible new directions.

R Frost, BC Armstrong, MH Christiansen - Psychological Bulletin, 2019 - psycnet.apa.org
Statistical learning (SL) is involved in a wide range of basic and higher-order cognitive
functions and is taken to be an important building block of virtually all current theories of …

Predicting while comprehending language: A theory and review.

MJ Pickering, C Gambi - Psychological bulletin, 2018 - psycnet.apa.org
Researchers agree that comprehenders regularly predict upcoming language, but they do
not always agree on what prediction is (and how to differentiate it from integration) or what …

[PDF][PDF] Modern language models refute Chomsky's approach to language

S Piantadosi - Lingbuzz Preprint, lingbuzz, 2023 - lingbuzz.net
The rise and success of large language models undermines virtually every strong claim for
the innateness of language that has been proposed by generative linguistics. Modern …

How does the brain learn environmental structure? Ten core principles for understanding the neurocognitive mechanisms of statistical learning

CM Conway - Neuroscience & Biobehavioral Reviews, 2020 - Elsevier
Despite a growing body of research devoted to the study of how humans encode
environmental patterns, there is still no clear consensus about the nature of the …

Infant statistical learning

JR Saffran, NZ Kirkham - Annual review of psychology, 2018 - annualreviews.org
Perception involves making sense of a dynamic, multimodal environment. In the absence of
mechanisms capable of exploiting the statistical patterns in the natural world, infants would …

The P-chain: Relating sentence production and its disorders to comprehension and acquisition

GS Dell, F Chang - … Transactions of the Royal Society B …, 2014 - royalsocietypublishing.org
This article introduces the P-chain, an emerging framework for theory in psycholinguistics
that unifies research on comprehension, production and acquisition. The framework …

[图书][B] Child language acquisition: Contrasting theoretical approaches

B Ambridge, EVM Lieven - 2011 - books.google.com
Is children's language acquisition based on innate linguistic structures or built from cognitive
and communicative skills? This book summarises the major theoretical debates in all of the …

Statistical learning as an individual ability: Theoretical perspectives and empirical evidence

N Siegelman, R Frost - Journal of memory and language, 2015 - Elsevier
Although the power of statistical learning (SL) in explaining a wide range of linguistic
functions is gaining increasing support, relatively little research has focused on this …

Early language acquisition: cracking the speech code

PK Kuhl - Nature reviews neuroscience, 2004 - nature.com
Infants learn language with remarkable speed, but how they do it remains a mystery. New
data show that infants use computational strategies to detect the statistical and prosodic …

Towards a universal model of reading

R Frost - Behavioral and brain sciences, 2012 - cambridge.org
In the last decade, reading research has seen a paradigmatic shift. A new wave of
computational models of orthographic processing that offer various forms of noisy position or …