Distributional learning (original) (raw)

Distributional learning is error-driven: the role of surprise in the acquisition of phonetic categories

Vsevolod Kapatsinski

Linguistics Vanguard, 2018

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Distributional learning has immediate and long-lasting effects

Daniel Williams, Paola Escudero

2014

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Distributional category learning by 12-month-old infants: an investigation into the role of prosody and distributional frames

Jesse Snedeker

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Success and failure of new speech category learning in adulthood: consequences of learned Hebbian attractors in topographic maps

James L. (Jay) McClelland

Cognitive Affective and Behavioral Neuroscience, 2007

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Distributional information and the acquisition of linguistic categories: A statistical approach

Nick Chater

1993

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Distributional learning and lexical category acquisition: What makes words easy to categorize?

Steven Gillis

Cognitive Science, 2017

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Infant-directed speech supports phonetic category learning in English and Japanese

Laurel Fais

Cognition, 2007

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SPECIAL SECTION: COMPUTATIONAL PRINCIPLES OF LANGUAGE ACQUISITION The secret is in the sound: from unsegmented speech to lexical categories

Luca Onnis

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Which distributional cues help the most? Unsupervised contexts selection for lexical category acquisition

Steven Gillis

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SPECIAL SECTION: COMPUTATIONAL PRINCIPLES OF LANGUAGE ACQUISITION Statistical learning of phonetic categories: insights from a computational …

Bob McMurray

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Modeling unsupervised perceptual category learning

James L. (Jay) McClelland

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Attention Allocation in Phonetic Category Learning

Vsevolod Kapatsinski

2016

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Supervised versus unsupervised categorization: Two sides of the same coin?

Emmanuel Pothos, Amotz Perlman

The Quarterly Journal of Experimental Psychology, 2011

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Distributional Phonetic Learning at 10 Months of Age: DISTRIBUTIONAL PHONETIC LEARNING

ferran pons, Janet Werker

Infancy, 2010

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How Do Infants Become Experts at Native-Speech Perception?

Janet Werker

Current Directions in Psychological Science, 2012

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Statistical learning of phonetic categories: insights from a computational approach

Robert McMurray

Developmental Science, 2009

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Unsupervised learning of vowel categories from infant-directed speech

ferran pons

Proceedings of The National Academy of Sciences, 2007

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Distributional Phonetic Learning at 10 Months of Age

Janet Werker

Infancy, 2010

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Distributional analysis and the acquisition of lexical categories

mark smith

N/A, 2016

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Distributional training of speech sounds can be done with continuous distributions

Paul Boersma

The Journal of the Acoustical Society of America, 2013

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Cross‐language study of speech‐pattern learning

Adrian Fourcin

The Journal of the Acoustical Society of America, 1978

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Drift in children's categories: when experienced distributions conflict with prior learning

Charles Kalish

Developmental Science, 2014

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Open-ended category learning for language acquisition

Luís Seabra Lopes

2008

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Possible phonological cues in categorial acquisition: Evidence from adult categorization

Jan Don

Studies in Language, 2008

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Distributional Learning of Lexical Tones: A Comparison of Attended vs. Unattended Listening

Denis Burnham

PLOS ONE, 2015

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Connectionist and Statistical Approaches to Language Acquisition: A Distributional Perspective

Nick Chater

Language and Cognitive Processes, 1998

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What distributional information is useful and usable for language acquisition?

Morten H. Christiansen

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iMinerva: A Mathematical Model of Distributional Statistical Learning

Philip Pavlik

Cognitive Science, 2013

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Speech categorization develops slowly through adolescence

Bob McMurray

Developmental Psychology, 2018

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What causes category-shifting in human semi-supervised learning?

Chuck Kalish

Cognitive Science, 2015

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Innately Constrained Learning: Blending Old and New Approaches to Language Acquisition

Elissa Newport

2000

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Category induction from distributional cues in an artificial language

Toben Mintz

Memory & Cognition, 2002

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Does perceptual learning in speech reflect changes in phonetic category representation or decision bias?

James Sawusch

Perception & Psychophysics, 2008

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A dynamical approach to speech categorization: Two routes to learning

Betty K. Tuller

New Ideas in Psychology, 2008

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Infants can use distributional cues to form syntactic categories

LouAnn Gerken

Journal of Child Language, 2005

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