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Targeted sentiment classification aims at determining the sentimental tendency towards specific targets.
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Semi-supervised polarity lexicon induction
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Understanding the difficulty of training deep feedforward neural networks
Xavier Glorot and Yoshua Bengio. 2010 · 2010
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Target-dependent twitter sentiment classification
Long Jiang, Mo Yu, Ming Zhou, Xiaohua Liu, and Tiejun Zhao. 2011 · 2011
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio. 2014 · 2014
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Adaptive recursive neural network for target-dependent twitter sentiment classification
Li Dong, Furu Wei, Chuanqi Tan, Duyu Tang, Ming Zhou, and Ke Xu. 2014 · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba. 2014 · 2014
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Nrc-canada-2014: Detecting aspects and sentiment in customer reviews
Svetlana Kiritchenko, Xiaodan Zhu, Colin Cherry, and Saif Mohammad. 2014 · 2014
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Glove: Global vectors for word representation
Jeffrey Pennington, Richard Socher, and Christopher Manning. 2014 · 2014
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Semeval-2014 task 4: Aspect based sentiment analysis
Maria Pontiki, Dimitris Galanis, John Pavlopoulos, Harris Papageorgiou, Ion Androutsopoulos, and Suresh Manandhar. 2014 · 2014
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Rethinking the inception architecture for computer vision
Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe, Jon Shlens, and Zbigniew Wojna. 2016 · 2016
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Effective lstms for target-dependent sentiment classification
Attention-based lstm for aspect-level sentiment classification
Yequan Wang, Minlie Huang, Li Zhao, et al. 2016 · 2016
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Recurrent attention network on memory for aspect sentiment analysis
Peng Chen, Zhongqian Sun, Lidong Bing, and Wei Yang. 2017 · 2017
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Interactive attention networks for aspect-level sentiment classification
Dehong Ma, Sujian Li, Xiaodong Zhang, and Houfeng Wang. 2017 · 2017
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Attention is all you need
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
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Duyu Tang, Bing Qin, Xiaocheng Feng, and Ting Liu. 2016a · 2016
Cited alongside, same era.
Aspect level sentiment classification with deep memory network
Duyu Tang, Bing Qin, and Ting Liu. 2016b · 2016
Cited alongside, same era.
Xin Li, Lidong Bing, Wai Lam, and Bei Shi. 2018 · 2018
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