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Hits 1 – 3 of 3
1
Variability is the spice of learning, and a crucial ingredient for detecting and generalizing in nonadjacent dependencies
Onnis, L
;
Monaghan, P
;
Christiansen, MH
;
Chater, N
In: In: Forbus, K and Gentner, D and Regier, T, (eds.) PROCEEDINGS OF THE TWENTY-SIXTH ANNUAL CONFERENCE OF THE COGNITIVE SCIENCE SOCIETY. (pp. 1047 - 1052). LAWRENCE ERLBAUM ASSOC PUBL (2005) (2005)
Abstract:
An important aspect of language acquisition involves learning the syntactic nonadjacent dependencies that hold between words in sentences, such as subject/verb agreement or tense marking in English. Despite successes in statistical learning of adjacent dependencies, the evidence is not conclusive for learning nonadjacent items. We provide evidence that discovering nonadjacent dependencies is possible through statistical learning, provided it is modulated by the variability of the intervening material between items. We show that generalization to novel syntactic-like categories embedded in nonadjacent dependencies occurs with either zero or large variability. In addition, it can be supported even in more complex learning tasks such as continuous speech, despite earlier failures.
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DISTRIBUTIONAL CUES
URL:
http://discovery.ucl.ac.uk/124883/
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2
Phonology impacts segmentation and generalization in speech processing
Onnis, L
;
Monaghan, P
;
Chater, N
...
In: Journal of Memory and Language , 53 pp. 225-237. (2005) (2005)
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3
Phonology impacts segmentation in online speech processing
Onnis, L
;
Monaghan, P
;
Richmond, K
...
In: J MEM LANG , 53 (2) 225 - 237. (2005) (2005)
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