How variability shapes learning and generalization

L Raviv, G Lupyan, SC Green - Trends in cognitive sciences, 2022 - cell.com
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 …

Ending the reading wars: Reading acquisition from novice to expert

A Castles, K Rastle, K Nation - Psychological science in the …, 2018 - journals.sagepub.com
There is intense public interest in questions surrounding how children learn to read and how
they can best be taught. Research in psychological science has provided answers to many …

Semantic memory: A review of methods, models, and current challenges

AA Kumar - Psychonomic Bulletin & Review, 2021 - Springer
Adult semantic memory has been traditionally conceptualized as a relatively static memory
system that consists of knowledge about the world, concepts, and symbols. Considerable …

Language as a disruptive technology: abstract concepts, embodiment and the flexible mind

G Dove - Philosophical Transactions of the Royal Society …, 2018 - royalsocietypublishing.org
A growing body of evidence suggests that cognition is embodied and grounded. Abstract
concepts, though, remain a significant theoretical challenge. A number of researchers have …

Quantity and diversity: Simulating early word learning environments

JL Montag, MN Jones, LB Smith - Cognitive science, 2018 - Wiley Online Library
The words in children's language learning environments are strongly predictive of cognitive
development and school achievement. But how do we measure language environments and …

The Children and Young People's Books Lexicon (CYP-LEX): A large-scale lexical database of books read by children and young people in the United Kingdom

M Korochkina, M Marelli… - Quarterly Journal of …, 2024 - journals.sagepub.com
This article introduces the Children and Young People's Books-Lexicon (CYP-LEX), a large-
scale lexical database derived from books popular with children and young people in the …

Semantic diversity, frequency and the development of lexical quality in children's word reading

Y Hsiao, K Nation - Journal of Memory and Language, 2018 - Elsevier
Frequency exerts a powerful influence on lexical processing but it is possible that at least
part of its effect is caused by high frequency words being experienced in more diverse …

Disentangling contextual diversity: Communicative need as a lexical organizer.

BT Johns - Psychological Review, 2021 - psycnet.apa.org
Abstract Contextual diversity (CD; Adelman, Brown, & Quesada, 2006) modifies word
frequency by ignoring word repetition in context. It has been repeatedly found that a CD …

Anchoring and contextual variation in the early stages of incidental word learning during reading

MHC Mak, Y Hsiao, K Nation - Journal of Memory and Language, 2021 - Elsevier
Lexical processing is influenced by a word's semantic diversity, as estimated by corpus-
derived metrics. Although this suggests that contextual variation shapes verbal learning and …

Frequency effects in reading are powerful–But is contextual diversity the more important variable?

CL Caldwell‐Harris - Language and Linguistics Compass, 2021 - Wiley Online Library
For decades word frequency has been one of the most important variables in
psycholinguistics. Frequent words are more easily recognized and processed more …