78 citations · 102 across the 15 of their papers we have counts for
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cs.CL2018★ 1 cited
Rational Recurrences
Hao Peng, Roy Schwartz, Sam Thomson +1
Despite the tremendous empirical success of neural models in natural language processing, many of them lack the strong intuitions that accompany classical machine learning approach…
cs.CL2018
LSTMs Exploit Linguistic Attributes of Data
Nelson F. Liu, Omer Levy, Roy Schwartz +2
While recurrent neural networks have found success in a variety of natural language processing applications, they are general models of sequential data. We investigate how the prop…