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- W2201206544 abstract "A central question in language acquisition is how children build linguistic representations that allow them to generalize verbs from one construction to another (e.g., The boy gave a present to the girl → The boy gave the girl a present), whilst appropriately constraining those generalizations to avoid non-adultlike errors (e.g., I said no to her → *I said her no). Although a consensus is emerging that learners solve this problem using both statistical and semantics-based learning procedures (e.g., entrenchment, pre-emption, and semantic verb class formation), there currently exist few - if any - proposals for a learning model that combines these mechanisms. The present study used a connectionist model to test an account that argues for competition between constructions based on (a) verb-in construction frequency, (b) relevance of constructions for the speaker's intended message, and (c) fit between the fine-grained semantic properties of individual verbs and individual constructions. The model was able not only (a) to simulate the overall pattern of overgeneralization-then-retreat, but also (b) to use the semantics of novel verbs to predict their argument structure privileges (just as real learners do), and" @default.
- W2201206544 created "2016-06-24" @default.
- W2201206544 creator A5009509838 @default.
- W2201206544 creator A5042053291 @default.
- W2201206544 date "2015-11-16" @default.
- W2201206544 modified "2023-09-30" @default.
- W2201206544 title "A connectionist model of the retreat from verb argument structure overgeneralization" @default.
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- W2201206544 doi "https://doi.org/10.1017/s0305000915000586" @default.
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