127 citations · 162 across the 9 of their papers we have counts for
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cs.CL2018
Evaluating the Ability of LSTMs to Learn Context-Free Grammars
Luzi Sennhauser, Robert C. Berwick
While long short-term memory (LSTM) neural net architectures are designed to capture sequence information, human language is generally composed of hierarchical structures. This rai…
cs.CL2018
Heat Kernel analysis of Syntactic Structures
Andrew Ortegaray, Robert C. Berwick, Matilde Marcolli
We consider two different data sets of syntactic parameters and we discuss how to detect relations between parameters through a heat kernel method developed by Belkin-Niyogi, which…