Literature DB >> 28685848

Learning Object Names at Different Hierarchical Levels Using Cross-Situational Statistics.

Chi-Hsin Chen1, Yayun Zhang2, Chen Yu2.   

Abstract

Objects in the world usually have names at different hierarchical levels (e.g., beagle, dog, animal). This research investigates adults' ability to use cross-situational statistics to simultaneously learn object labels at individual and category levels. The results revealed that adults were able to use co-occurrence information to learn hierarchical labels in contexts where the labels for individual objects and labels for categories were presented in completely separated blocks, in interleaved blocks, or mixed in the same trial. Temporal presentation schedules significantly affected the learning of individual object labels, but not the learning of category labels. Learners' subsequent generalization of category labels indicated sensitivity to the structure of statistical input.
Copyright © 2017 Cognitive Science Society, Inc.

Entities:  

Keywords:  Category learning; Hierarchical labels; Statistical word learning; Temporal presentation schedules; Word generalization

Mesh:

Year:  2017        PMID: 28685848      PMCID: PMC5756690          DOI: 10.1111/cogs.12516

Source DB:  PubMed          Journal:  Cogn Sci        ISSN: 0364-0213


  28 in total

1.  Unsupervised statistical learning of higher-order spatial structures from visual scenes.

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Authors:  Sumarga H Suanda; Laura L Namy
Journal:  Cogn Sci       Date:  2012-01-18

3.  The benefits of interleaved and blocked study: different tasks benefit from different schedules of study.

Authors:  Paulo F Carvalho; Robert L Goldstone
Journal:  Psychon Bull Rev       Date:  2015-02

4.  2.5-year-olds use cross-situational consistency to learn verbs under referential uncertainty.

Authors:  Rose M Scott; Cynthia Fisher
Journal:  Cognition       Date:  2011-11-20

5.  Competition between multiple words for a referent in cross-situational word learning.

Authors:  Viridiana L Benitez; Daniel Yurovsky; Linda B Smith
Journal:  J Mem Lang       Date:  2016-10       Impact factor: 3.059

6.  Naming in young children: a dumb attentional mechanism?

Authors:  L B Smith; S S Jones; B Landau
Journal:  Cognition       Date:  1996-08

7.  All together now: concurrent learning of multiple structures in an artificial language.

Authors:  Alexa R Romberg; Jenny R Saffran
Journal:  Cogn Sci       Date:  2013-06-14

8.  Competitive processes in cross-situational word learning.

Authors:  Daniel Yurovsky; Chen Yu; Linda B Smith
Journal:  Cogn Sci       Date:  2013-04-22

9.  Korean- and English-speaking children use cross-situational information to learn novel predicate terms.

Authors:  Jane B Childers; Jae H Paik
Journal:  J Child Lang       Date:  2008-08-27

10.  Word learning as Bayesian inference.

Authors:  Fei Xu; Joshua B Tenenbaum
Journal:  Psychol Rev       Date:  2007-04       Impact factor: 8.934

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  2 in total

1.  Building lexical networks: Preschoolers extract different types of information in cross-situational learning.

Authors:  Chi-Hsin Chen; Chen Yu
Journal:  J Exp Child Psychol       Date:  2022-04-11

2.  A distributional perspective on the gavagai problem in early word learning.

Authors:  Richard N Aslin; Alice F Wang
Journal:  Cognition       Date:  2021-04-11
  2 in total

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