63 citations · 110 across the 16 of their papers we have counts for
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cs.CL2020★ 1 cited
Sequence-to-Sequence Networks Learn the Meaning of Reflexive Anaphora
Robert Frank, Jackson Petty
Reflexive anaphora present a challenge for semantic interpretation: their meaning varies depending on context in a way that appears to require abstract variables. Past work has rai…
cs.CL2020
Probabilistic Predictions of People Perusing: Evaluating Metrics of Language Model Performance for Psycholinguistic Modeling
Yiding Hao, Simon Mendelsohn, Rachel Sterneck +2
By positing a relationship between naturalistic reading times and information-theoretic surprisal, surprisal theory (Hale, 2001; Levy, 2008) provides a natural interface between la…
cs.CL2020★ 3 cited
Does syntax need to grow on trees? Sources of hierarchical inductive bias in sequence-to-sequence networks
R. Thomas McCoy, Robert Frank, Tal Linzen
Learners that are exposed to the same training data might generalize differently due to differing inductive biases. In neural network models, inductive biases could in theory arise…