AIMC Topic: Language Development
Clear Filters Showing 21 to 26 of 26 articles
This AI learnt language by seeing the world through a baby's eyes.
Nature
Feb 1, 2024
A Cross-Modal and Cross-lingual Study of Iconicity in Language: Insights From Deep Learning.
Cognitive science
Jun 1, 2022
The present paper addresses the study of non-arbitrariness in language within a deep learning framework. We present a set of experiments aimed at assessing the pervasiveness of different forms of non-arbitrary phonological patterns across a set of ty...
Early phonetic learning without phonetic categories: Insights from large-scale simulations on realistic input.
Proceedings of the National Academy of Sciences of the United States of America
Feb 9, 2021
Before they even speak, infants become attuned to the sounds of the language(s) they hear, processing native phonetic contrasts more easily than nonnative ones. For example, between 6 to 8 mo and 10 to 12 mo, infants learning American English get bet...
A review of computational models of basic rule learning: The neural-symbolic debate and beyond.
Psychonomic bulletin & review
Aug 1, 2019
We present a critical review of computational models of generalization of simple grammar-like rules, such as ABA and ABB. In particular, we focus on models attempting to account for the empirical results of Marcus et al. (Science, 283(5398), 77-80 19...
TRACX2: a connectionist autoencoder using graded chunks to model infant visual statistical learning.
Philosophical transactions of the Royal Society of London. Series B, Biological sciences
Jan 5, 2017
Even newborn infants are able to extract structure from a stream of sensory inputs; yet how this is achieved remains largely a mystery. We present a connectionist autoencoder model, TRACX2, that learns to extract sequence structure by gradually const...
The Hyper-Modular Associative Mind: A Computational Analysis of Associative Responses of Persons with Asperger Syndrome.
Language and speech
Sep 1, 2016
Rigidity of thought is considered a main characteristic of persons with Asperger syndrome (AS). This rigidity may explain the poor comprehension of unusual semantic relations, frequently exhibited by persons with AS. Research indicates that such defi...
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