Literature DB >> 27620177

Grounding statistical learning in context: The effects of learning and retrieval contexts on cross-situational word learning.

Chi-Hsin Chen1,2, Chen Yu3.   

Abstract

Natural language environments usually provide structured contexts for learning. This study examined the effects of semantically themed contexts-in both learning and retrieval phases-on statistical word learning. Results from 2 experiments consistently showed that participants had higher performance in semantically themed learning contexts. In contrast, themed retrieval contexts did not affect performance. Our work suggests that word learners are sensitive to statistical regularities not just at the level of individual word-object co-occurrences but also at another level containing a whole network of associations among objects and their properties.

Entities:  

Keywords:  Concepts and categories; Human associative learning; Human memory and learning

Mesh:

Year:  2017        PMID: 27620177      PMCID: PMC5346478          DOI: 10.3758/s13423-016-1163-x

Source DB:  PubMed          Journal:  Psychon Bull Rev        ISSN: 1069-9384


  15 in total

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Journal:  Memory       Date:  2008-11-24

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Authors:  George Kachergis; Chen Yu; Richard M Shiffrin
Journal:  Cogn Sci       Date:  2016-03-14

6.  Observational Word Learning: Beyond Propose-But-Verify and Associative Bean Counting.

Authors:  Tanja Roembke; Bob McMurray
Journal:  J Mem Lang       Date:  2016-04-01       Impact factor: 3.059

Review 7.  Developmental reversals in false memory: a review of data and theory.

Authors:  C J Brainerd; V F Reyna; S J Ceci
Journal:  Psychol Bull       Date:  2008-05       Impact factor: 17.737

8.  Contextual repetition facilitates word learning via fast mapping.

Authors:  Emma L Axelsson; Jessica S Horst
Journal:  Acta Psychol (Amst)       Date:  2014-09-03

9.  Word learning emerges from the interaction of online referent selection and slow associative learning.

Authors:  Bob McMurray; Jessica S Horst; Larissa K Samuelson
Journal:  Psychol Rev       Date:  2012-10       Impact factor: 8.934

10.  You shall know an object by the company it keeps: An investigation of semantic representations derived from object co-occurrence in visual scenes.

Authors:  Zahra Sadeghi; James L McClelland; Paul Hoffman
Journal:  Neuropsychologia       Date:  2014-09-06       Impact factor: 3.139

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  3 in total

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

Authors:  Chi-Hsin Chen; Yayun Zhang; Chen Yu
Journal:  Cogn Sci       Date:  2017-07-07

2.  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

3.  Combining statistics: the role of phonotactics on cross-situational word learning.

Authors:  Rodrigo Dal Ben; Débora de Hollanda Souza; Jessica F Hay
Journal:  Psicol Reflex Crit       Date:  2022-09-28
  3 in total

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