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Where's the Indirect Evidence? Investigating Grammatical Generalization with Influence Functions

arXiv cs.CL ↗ · 2026-10-19 Cached

Yale researchers use influence functions to identify indirect evidence in language model training data across 15 BLiMP grammatical phenomena, showing that removing the top influential sentences lowers held-out accuracy significantly more than removing random controls, and characterizing how this evidence relates to linguistic structure.

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