96 citations · 762 across the 33 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
cs.CL2015★ 74 cited
A Unified Tagging Solution: Bidirectional LSTM Recurrent Neural Network with Word Embedding
Peilu Wang, Yao Qian, Frank K. Soong +2
Bidirectional Long Short-Term Memory Recurrent Neural Network (BLSTM-RNN) has been shown to be very effective for modeling and predicting sequential data, e.g. speech utterances or…
cs.CL2015★ 96 cited
Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Recurrent Neural Network
Peilu Wang, Yao Qian, Frank K. Soong +2
Bidirectional Long Short-Term Memory Recurrent Neural Network (BLSTM-RNN) has been shown to be very effective for tagging sequential data, e.g. speech utterances or handwritten doc…
cs.CL2015★ 10 cited
Probabilistic Models for High-Order Projective Dependency Parsing
Xuezhe Ma, Hai Zhao
This paper presents generalized probabilistic models for high-order projective dependency parsing and an algorithmic framework for learning these statistical models involving depen…