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Bridging the data gap between children and large language models
MC Frank - Trends in Cognitive Sciences, 2023 - cell.com
Large language models (LLMs) show intriguing emergent behaviors, yet they receive
around four or five orders of magnitude more language data than human children. What …
around four or five orders of magnitude more language data than human children. What …
Direct fit to nature: an evolutionary perspective on biological and artificial neural networks
Evolution is a blind fitting process by which organisms become adapted to their
environment. Does the brain use similar brute-force fitting processes to learn how to …
environment. Does the brain use similar brute-force fitting processes to learn how to …
Grounded language acquisition through the eyes and ears of a single child
Starting around 6 to 9 months of age, children begin acquiring their first words, linking
spoken words to their visual counterparts. How much of this knowledge is learnable from …
spoken words to their visual counterparts. How much of this knowledge is learnable from …
[KNIHA][B] Variability and consistency in early language learning: The Wordbank project
A data-driven exploration of how children's language learning varies across different
languages, providing both a theoretical framework and reference. The Wordbank Project …
languages, providing both a theoretical framework and reference. The Wordbank Project …
Wordbank: An open repository for developmental vocabulary data
The MacArthur-Bates Communicative Development Inventories (CDIs) are a widely used
family of parent-report instruments for easy and inexpensive data-gathering about early …
family of parent-report instruments for easy and inexpensive data-gathering about early …
How can we accelerate progress towards human-like linguistic generalization?
T Linzen - arxiv preprint arxiv:2005.00955, 2020 - arxiv.org
This position paper describes and critiques the Pretraining-Agnostic Identically Distributed
(PAID) evaluation paradigm, which has become a central tool for measuring progress in …
(PAID) evaluation paradigm, which has become a central tool for measuring progress in …
Language development in context
Young children learn to communicate in the language (s) of their communities, yet the
individual trajectories of language development and the particular language varieties and …
individual trajectories of language development and the particular language varieties and …
Infant exuberant object play at home: Immense amounts of time‐distributed, variable practice
O Herzberg, KK Fletcher, JL Schatz… - Child …, 2022 - Wiley Online Library
Object play yields enormous benefits for infant development. However, little is known about
natural play at home where most object interactions occur. We conducted frame‐by‐frame …
natural play at home where most object interactions occur. We conducted frame‐by‐frame …
Routine language: Speech directed to infants during home activities
Everyday activities are replete with contextual cues for infants to exploit in the service of
learning words. Nelson's (1985) script theory guided the hypothesis that infants participate in …
learning words. Nelson's (1985) script theory guided the hypothesis that infants participate in …
[KNIHA][B] The development of language
JB Gleason, NB Ratner - 2022 - books.google.com
NOW PUBLISHED BY PLURAL! This classic text now in its tenth edition and now available
from Plural Publishing, The Development of Language continues its focus on language …
from Plural Publishing, The Development of Language continues its focus on language …