16 citations · 31 across the 3 of their papers we have counts for
3 papers
cs.CL2023★ 1 cited
Differentiable Tree Operations Promote Compositional Generalization
Paul Soulos, Edward Hu, Kate McCurdy +4
In the context of structure-to-structure transformation tasks, learning sequences of discrete symbolic operations poses significant challenges due to their non-differentiability. T…
cs.CL2020★ 16 cited
Grammatical gender associations outweigh topical gender bias in crosslinguistic word embeddings
Katherine McCurdy, Oguz Serbetci
Recent research has demonstrated that vector space models of semantics can reflect undesirable biases in human culture. Our investigation of crosslinguistic word embeddings reveals…
cs.CL2020★ 14 cited
Inflecting when there's no majority: Limitations of encoder-decoder neural networks as cognitive models for German plurals
Kate McCurdy, Sharon Goldwater, Adam Lopez
Can artificial neural networks learn to represent inflectional morphology and generalize to new words as human speakers do? Kirov and Cotterell (2018) argue that the answer is yes:…