A tutorial introduction to Bayesian models of cognitive development

A Perfors, JB Tenenbaum, TL Griffiths, F Xu - Cognition, 2011 - Elsevier
We present an introduction to Bayesian inference as it is used in probabilistic models of
cognitive development. Our goal is to provide an intuitive and accessible guide to the what …

A rational account of pedagogical reasoning: Teaching by, and learning from, examples

P Shafto, ND Goodman, TL Griffiths - Cognitive psychology, 2014 - Elsevier
Much of learning and reasoning occurs in pedagogical situations—situations in which a
person who knows a concept chooses examples for the purpose of helping a learner …

The retreat from overgeneralization in child language acquisition: Word learning, morphology, and verb argument structure

B Ambridge, JM Pine, CF Rowland… - Wiley …, 2013 - Wiley Online Library
This review investigates empirical evidence for different theoretical proposals regarding the
retreat from overgeneralization errors in three domains: word learning (eg,* doggie to refer …

Variability, negative evidence, and the acquisition of verb argument constructions

A Perfors, JB Tenenbaum, E Wonnacott - Journal of child language, 2010 - cambridge.org
We present a hierarchical Bayesian framework for modeling the acquisition of verb
argument constructions. It embodies a domain-general approach to learning higher-level …

[图书][B] Changing minds changing tools: From learning theory to language acquisition to language change

V Kapatsinski - 2018 - books.google.com
A book that uses domain-general learning theory to explain recurrent trajectories of
language change. In this book, Vsevolod Kapatsinski argues that language acquisition …

Avoiding dative overgeneralisation errors: semantics, statistics or both?

B Ambridge, JM Pine, CF Rowland… - Language, Cognition …, 2014 - Taylor & Francis
How do children eventually come to avoid the production of overgeneralisation errors, in
particular, those involving the dative (eg,* I said her “no”)? The present study addressed this …

[图书][B] Empiricism and language learnability

N Chater, A Clark, JA Goldsmith, A Perfors - 2015 - books.google.com
This interdisciplinary new work explores one of the central theoretical problems in
linguistics: learnability. The authors, from different backgrounds—-linguistics, philosophy …

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 …

Representing absence of evidence: why algorithms and representations matter in models of language and cognition

F Bröker, M Ramscar - Language, Cognition and Neuroscience, 2023 - Taylor & Francis
Theories of language and cognition develop iteratively from ideas, experiments and models.
The abstract nature of “cognitive processes” means that computational models play a critical …

How do children restrict their linguistic generalizations? An (un‐) grammaticality judgment study

B Ambridge - Cognitive science, 2013 - Wiley Online Library
A paradox at the heart of language acquisition research is that, to achieve adult‐like
competence, children must acquire the ability to generalize verbs into non‐attested …