152 citations · 266 across the 21 of their papers we have counts for
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cs.CL2015★ 4 cited
Neural CRF Parsing
Greg Durrett, Dan Klein
This paper describes a parsing model that combines the exact dynamic programming of CRF parsing with the rich nonlinear featurization of neural net approaches. Our model is structu…
stat.ML2015★ 7 cited
On the accuracy of self-normalized log-linear models
Jacob Andreas, Maxim Rabinovich, Dan Klein +1
Calculation of the log-normalizer is a major computational obstacle in applications of log-linear models with large output spaces. The problem of fast normalizer computation has th…