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arXiv cs.CL·

Collocational bootstrapping: A hypothesis about the learning of subject-verb agreement in humans and neural networks

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In three linesStudy on collocational bootstrapping: mechanism where regularities in word co-occurrence patterns provide cues to syntactic dependencies. Neural networks trained on synthetic datasets varying in subject-verb pairing predictability. Results suggest this mechanism could explain subject-verb agreement acquisition in children.
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