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Learn locally, act globally: Learning language from variation set cues
Authors:Luca Onnis  Heidi R. Waterfall  Shimon Edelman
Affiliation:a Department of Second Language Studies, University of Hawaii, 1890 East-West Road, Honolulu, HI 96822, United States
b Center for Second Language Research, University of Hawaii, 1890 East-West Road, Honolulu, HI 96822, United States
c Department of Psychology, Cornell University, Uris Hall, Ithaca, NY 14850, United States
d Department of Psychology, 5848 S. University Avenue, Chicago, IL 60637, United States
Abstract:Variation set structure - partial overlap of successive utterances in child-directed speech - has been shown to correlate with progress in children’s acquisition of syntax. We demonstrate the benefits of variation set structure directly: in miniature artificial languages, arranging a certain proportion of utterances in a training corpus in variation sets facilitated word and phrase constituent learning in adults. Our findings have implications for understanding the mechanisms of L1 acquisition by children, and for the development of more efficient algorithms for automatic language acquisition, as well as better methods for L2 instruction.
Keywords:Variation sets   Artificial language learning   L1   L2   Language acquisition   Artificial grammar learning   Corpus analyses   Alignment   Short-term memory
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