We provide our implementations of some state-of-the-art ABSC models.
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Duyu Tang, Bing Qin, Xiaocheng Feng, and Ting Liu. Effective LSTMs for Target-Dependent Sentiment Classification with Long Short Term Memory. COLING 2016.
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Yequan Wang, Minlie Huang, Li Zhao, and Xiaoyan Zhu. Attention-based LSTM for Aspect-level Sentiment Classification. EMNLP 2016.
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Duyu Tang, Bing Qin, and Ting Liu. Aspect Level Sentiment Classification with Deep Memory Network. EMNLP 2016.
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Meishan Zhang, Yue Zhang, and Duy-Tin Vo. Gated Neural Networks for Targeted Sentiment Analysis. AAAI 2016.
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Dehong Ma, Sujian Li, Xiaodong Zhang, and Houfeng Wang. Interactive Attention Networks for Aspect-Level Sentiment Classification. IJCAI 2017.
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Peng Chen, Zhongqian Sun, Lidong Bing, and Wei Yang. Recurrent Attention Network on Memory for Aspect Sentiment Analysis. EMNLP 2017.
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Shiliang Zheng, Rui Xia. Left-Center-Right Separated Neural Network for Aspect-based Sentiment Analysis with Rotatory Attention. https://arxiv.org/abs/1802.00892.
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Li, X.; Bing, L.; Lam, W.; and Shi, B. 2018. Transformation networks for target-oriented sentiment classification. ACL 2018.