Web: http://arxiv.org/abs/2209.10926

Sept. 23, 2022, 1:15 a.m. | Jennifer C. White, Ryan Cotterell

cs.CL updates on arXiv.org arxiv.org

The ability to generalize compositionally is key to understanding the
potentially infinite number of sentences that can be constructed in a human
language from only a finite number of words. Investigating whether NLP models
possess this ability has been a topic of interest: SCAN (Lake and Baroni, 2018)
is one task specifically proposed to test for this property. Previous work has
achieved impressive empirical results using a group-equivariant neural network
that naturally encodes a useful inductive bias for SCAN (Gordon …

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