Learning Distributed Word Representations For Bidirectional LSTM Recurrent Neural Network

no code implementations • NAACL 2016 • Peilu Wang, Yao Qian, Frank K. Soong, Lei He, Hai Zhao

Chunking Dependency Parsing +3

A Unified Tagging Solution: Bidirectional LSTM Recurrent Neural Network with Word Embedding

no code implementations • 1 Nov 2015 • Peilu Wang, Yao Qian, Frank K. Soong, Lei He, Hai Zhao

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 handwritten documents.

Chunking Feature Engineering +4

Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Recurrent Neural Network

4 code implementations • 21 Oct 2015 • Peilu Wang, Yao Qian, Frank K. Soong, Lei He, Hai Zhao

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 documents.

Part-Of-Speech Tagging POS +1

Shallow Discourse Parsing Using Constituent Parsing Tree

no code implementations • CONLL 2015 • Changge Chen, Peilu Wang, Hai Zhao

Discourse Parsing

Grammatical Error Detection and Correction using a Single Maximum Entropy Model

no code implementations • WS 2014 • Peilu Wang, Zhongye Jia, Hai Zhao

Grammatical Error Detection Multi-Label Classification

Graph Model for Chinese Spell Checking

no code implementations • WS 2013 • Zhongye Jia, Peilu Wang, Hai Zhao

Chinese Spell Checking

Grammatical Error Correction as Multiclass Classification with Single Model

no code implementations • WS 2013 • Zhongye Jia, Peilu Wang, Hai Zhao

Classification General Classification +2