57 citations · 58 across the 3 of their papers we have counts for
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cs.CL2016★ 57 cited
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations
Eliyahu Kiperwasser, Yoav Goldberg
We present a simple and effective scheme for dependency parsing which is based on bidirectional-LSTMs (BiLSTMs). Each sentence token is associated with a BiLSTM vector representing…
cs.CL2016
Easy-First Dependency Parsing with Hierarchical Tree LSTMs
Eliyahu Kiperwasser, Yoav Goldberg
We suggest a compositional vector representation of parse trees that relies on a recursive combination of recurrent-neural network encoders. To demonstrate its effectiveness, we us…