A survey on curriculum learning
Curriculum learning (CL) is a training strategy that trains a machine learning model from
easier data to harder data, which imitates the meaningful learning order in human curricula …
easier data to harder data, which imitates the meaningful learning order in human curricula …
How variability shapes learning and generalization
Learning is using past experiences to inform new behaviors and actions. Because all
experiences are unique, learning always requires some generalization. An effective way of …
experiences are unique, learning always requires some generalization. An effective way of …
[HTML][HTML] Modern language models refute Chomsky's approach to language
ST Piantadosi - ., 2023 - books.google.com
Modern machine learning has subverted and bypassed the theoretical framework of
Chomsky's generative approach to linguistics, including its core claims to particular insights …
Chomsky's generative approach to linguistics, including its core claims to particular insights …
Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources
F Lieder, TL Griffiths - Behavioral and brain sciences, 2020 - cambridge.org
Modeling human cognition is challenging because there are infinitely many mechanisms
that can generate any given observation. Some researchers address this by constraining the …
that can generate any given observation. Some researchers address this by constraining the …
[图书][B] Explain me this: Creativity, competition, and the partial productivity of constructions
AE Goldberg - 2019 - books.google.com
Why our use of language is highly creative yet also constrained We use words and phrases
creatively to express ourselves in ever-changing contexts, readily extending language …
creatively to express ourselves in ever-changing contexts, readily extending language …
A critical period for second language acquisition: Evidence from 2/3 million English speakers
Children learn language more easily than adults, though when and why this ability declines
have been obscure for both empirical reasons (underpowered studies) and conceptual …
have been obscure for both empirical reasons (underpowered studies) and conceptual …
Deaf children need language, not (just) speech
Deaf and Hard of Hearing (DHH) children need to master at least one language (spoken or
signed) to reach their full potential. Providing access to a natural sign language supports this …
signed) to reach their full potential. Providing access to a natural sign language supports this …
[图书][B] The acquisition of heritage languages
S Montrul - 2016 - books.google.com
Heritage speakers are native speakers of a minority language they learn at home, but due to
socio-political pressure from the majority language spoken in their community, their heritage …
socio-political pressure from the majority language spoken in their community, their heritage …
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 …
environmental patterns, there is still no clear consensus about the nature of the …
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 …
brain deal successfully with the continual deluge of linguistic input? We argue that, to deal …