NNContextSentiment

NNContextSentiment is a package for Sentiment Analysis using neural networks based on libary LibN3L.

This is the code of AAAI 2016 papers:
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji. Improving Twitter Sentiment Classification Using Topic-Enriched Multi-Prototype Word Embeddings. In Proceedings of the AAAI 2016. 2016.02.
Yafeng Ren, Yue Zhang, Meishan Zhang, Donghong Ji. Context-Sensitive Twitter Sentiment Classification Using Neural Network. In Proceedings of the AAAI 2016. 2016.02.

Some issues:

For the first paper, please ignore the contextual features (one line per example, of which the first column denotes the sentiment polarity and other columns denote sentential words; examples are seperated by an empty line.);
For the second paper, you would better refer to another implementation by Da Pan, a student of mine. This version does not include the character embeddings.

I'll give more readable implementations soon.
Any questions, please email to meishan zhang

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
basic		basic
CMakeLists.txt		CMakeLists.txt
GRHSWordDetector.cpp		GRHSWordDetector.cpp
GRHSWordDetector.h		GRHSWordDetector.h
GRHWordDetector.cpp		GRHWordDetector.cpp
GRHWordDetector.h		GRHWordDetector.h
GRWordDetector.cpp		GRWordDetector.cpp
GRWordDetector.h		GRWordDetector.h
HSWordDetector.cpp		HSWordDetector.cpp
HSWordDetector.h		HSWordDetector.h
HWordDetector.cpp		HWordDetector.cpp
HWordDetector.h		HWordDetector.h
Options.h		Options.h
README.md		README.md
RHSWordDetector.cpp		RHSWordDetector.cpp
RHSWordDetector.h		RHSWordDetector.h
RHWordDetector.cpp		RHWordDetector.cpp
RHWordDetector.h		RHWordDetector.h
RWordDetector.cpp		RWordDetector.cpp
RWordDetector.h		RWordDetector.h
SparseDetector.cpp		SparseDetector.cpp
SparseDetector.h		SparseDetector.h
WordDetector.cpp		WordDetector.cpp
WordDetector.h		WordDetector.h
cleanall.sh		cleanall.sh

SUTDNLP/NNContextSentiment