ζζηιηζ ζεζθ«ζ: [google docs]
ζδ»»δ½ζ³θ¨θ«ηοΌζ‘θΏηΌ Pull Request / ηΌ issue / fork
2018
- Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM [Paper] [Review]
- Yukun Ma, Haiyun Peng, Erik Cambria, AAAI, 2018
2017
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Attention Modeling for Targeted Sentiment [Paper] [Review]
- Jiangming Liu, Yue Zhang, EACL, 2017
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Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension [Paper] [Review]
- Yichun Yin, Yangqiu Song, Ming Zhang, EMNLP, 2017
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Learning Generic Sentence Representations Using Convolutional Neural Networks [Paper] [Review]
- Zhe Gan, Yunchen Pu, Ricardo Henao, Chunyuan Li, Xiaodong He, Lawrence Carin, EMNLP, 2017
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Interactive Attention Networks for Aspect-Level Sentiment Classification [Paper] [Review]
- Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, IJCAI, 2017
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Attention-Based LSTM for Target-Dependent Sentiment Classification [Paper] [Review]
- Min Yang, Wenting Tu, Jingxuan Wang, Fei Xu, Xiaojun Chen, AAAI, 2017
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Lexicon Integrated CNN Models with Attention for Sentiment Analysis [Paper] [Review]
- Bonggun Shin, Timothy Lee, Jinho D. Choi, WASSA, 2017
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Aspect-Based Sentiment Analysis Based on Multi-Attention CNN [Paper] [Review]
- Liang Bin, Liu Quan, Xu Jin, Zhou Qian, Zhang Peng, Journal of Computer Research and Development, 2017
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Deep Pyramid Convolutional Neural Networks for Text Categorization [Paper] [Review]
- Rie Johnson, Tong Zhang, ACL, 2017
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Linguistically Regularized LSTM for Sentiment Classification [Paper] [Review]
- Qiao Qian, Minlie Huang, Jinhao Lei, Xiaoyan Zhu, ACL, 2017
2016
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Aspect Level Sentiment Classification with Deep Memory Network [Paper] [Review]
- Duyu Tang, Bing Qin, Ting Liu, EMNLP, 2016
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Attention-based LSTM for Aspect-level Sentiment Classification [Paper] [Review]
- Yequan Wang, Minlie Huang, Li Zhao, Xiaoyan Zhu, EMNLP, 2016
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Neural Sentiment Classification with User and Product Attention [Paper] [Review]
- Huimin Chen, Maosong Sun, Cunchao Tu, Yankai Lin, Zhiyuan Liu, EMNLP, 2016
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Rationale-Augmented Convolutional Neural Networks for Text Classification [Paper] [Review]
- Ye Zhang, Iain Marshall, Byron C. Wallace, EMNLP, 2016
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Effective LSTMs for Target-Dependent Sentiment Classification [Paper] [Review]
- Duyu Tang, Bing Qin, Xiaocheng Feng, Ting Liu, COLING, 2016
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Gated Neural Networks for Targeted Sentiment Analysis [Paper] [Review]
- Meishan Zhang, Yue Zhang, Duy-Tin Vo, AAAI, 2016
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Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval [Paper] [Review]
- Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab Ward, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2016
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Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers [Paper] [Review]
- Yijun Xiao, Kyunghyun Cho, arXiv, 2016
2015
- Target-Dependent Twitter Sentiment Classification with Rich Automatic Features [Paper] [Review]
- Duy-Tin Vo, Yue Zhang, IJCAI, 2015
Po-Chih Huang / @brianhuang1019