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(V)LMs generalize beyond surface co-occurrence: Evidence from cross-modal number agreement

Studdiford, Zach et al.
arXiv (All) · Papers
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computation-and-language
Language models learn about grammatical number primarily from co-occurrence, and show frequency effects as a result---sometimes taken to indicate that they do not learn abstract ``rules'', and are instead dependent on specific lexical items. Testing generalization with text stimuli alone cannot sett
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