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Sentiment analysis has attracted increasing attention in e-commerce.
Utilizing bert for aspect-based sentiment analysis via constructing auxiliary sentence
Chi Sun, Luyao Huang, and Xipeng Qiu. 2019 · 1903
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Bert post-training for review reading comprehension and aspect-based sentiment analysis
Hu Xu, Bing Liu, Lei Shu, and Philip S Yu. 2019 · 1904
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Mining and summarizing customer reviews
Minqing Hu and Bing Liu. 2004 · 2004
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An empirical study of sentiment analysis for chinese documents
Songbo Tan and Jin Zhang. 2008 · 2008
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Unsupervised classification of sentiment and objectivity in chinese text
Taras Zagibalov and John A Carroll. 2008 · 2008
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Beyond the stars: improving rating predictions using review text content
Gayatree Ganu, Noemie Elhadad, and Amélie Marian. 2009 · 2009
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Aspect and sentiment unification model for online review analysis
Yohan Jo and Alice H Oh. 2011 · 2011
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Incorporating reviewer and product information for review rating prediction
Fangtao Li, Nathan Nan Liu, Hongwei Jin, Kai Zhao, Qiang Yang, and Xiaoyan Zhu. 2011 · 2011
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Hidden factors and hidden topics: understanding rating dimensions with review text
Julian McAuley and Jure Leskovec. 2013 · 2013
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Convolutional neural networks for sentence classification
Yoon Kim. 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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Recursive deep learning for sentiment analysis over social data
Changliang Li, Bo Xu, Gaowei Wu, Saike He, Guanhua Tian, and Hongwei Hao. 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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Creating a fine-grained corpus for chinese sentiment analysis
Yanyan Zhao, Bing Qin, and Ting Liu. 2014 · 2014
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Semeval-2015 task 12: Aspect based sentiment analys
Maria Pontiki, Dimitrios Galanis, Haris Papageorgiou, Suresh Manandhar, and Ion Androutsopoulos. 2015 · 2015
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Semeval-2014 task 4: Aspect based sentiment analysis
Maria Pontiki, Dimitrios Galanis, John Pavlopoulos, Haris Papageorgiou, Ion Androutsopoulos, and Suresh Manandhar. 2014 · 2015
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Representation learning for aspect category detection in online reviews
A review of sentiment analysis research in chinese language
Haiyun Peng, Erik Cambria, and Amir Hussain. 2017 · 2017
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Dynamic routing between capsules
Sara Sabour, Nicholas Frosst, and Geoffrey E Hinton. 2017 · 2017
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Neural attentional rating regression with review-level explanations
Chong Chen, Min Zhang, Yiqun Liu, and Shaoping Ma. 2018 · 2018
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Aspect-aware latent factor model: Rating prediction with ratings and reviews
Zhiyong Cheng, Ying Ding, Lei Zhu, and Mohan Kankanhalli. 2018 · 2018
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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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CAN: constrained attention networks for multi-aspect sentiment analysis
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Xinjie Zhou, Xiaojun Wan, and Jianguo Xiao. 2015 · 2015
Cited alongside, same era.
Jointly modeling review content and aspect ratings for review rating prediction
Zhipeng Jin, Qiudan Li, Daniel D Zeng, YongCheng Zhan, Ruoran Liu, Lei Wang, and Hongyuan Ma. 2016 · 2016
Cited alongside, same era.
Semeval-2016 task 5: Aspect based sentiment analysis
Maria Pontiki, Dimitris Galanis, Haris Papageorgiou, Ion Androutsopoulos, Suresh Manandhar, AL-Smadi Mohammad, Mahmoud Al-Ayyoub, Yanyan Zhao, Bing Qin, Orphée De Clercq, et al. 2016 · 2016
Cited alongside, same era.
A hierarchical model of reviews for aspect-based sentiment analysis
Sebastian Ruder, Parsa Ghaffari, and John G. Breslin. 2016 · 2016
Cited alongside, same era.
Attention-based lstm for aspect-level sentiment classification
Yequan Wang, Minlie Huang, and Li Zhao. 2016 · 2016
Cited alongside, same era.
Attention-based bidirectional long short-term memory networks for relation classification
Peng Zhou, Wei Shi, Jun Tian, Zhenyu Qi, Bingchen Li, Hongwei Hao, and Bo Xu. 2016 · 2016
Cited alongside, same era.
Interactive attention networks for aspect-level sentiment classification
Dehong Ma, Sujian Li, Xiaodong Zhang, and Houfeng Wang. 2017 · 2017
Cited alongside, same era.
Mengting Hu, Shiwan Zhao, Li Zhang, Keke Cai, Zhong Su, Renhong Cheng, and Xiaowei Shen. 2018 · 2018
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Document-level multi-aspect sentiment classification by jointly modeling users, aspects, and overall ratings
Junjie Li, Haitong Yang, and Chengqing Zong. 2018 · 2018
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Directional skip-gram: Explicitly distinguishing left and right context for word embeddings
Yan Song, Shuming Shi, Jing Li, and Haisong Zhang. 2018 · 2018
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Multi-task multi-head attention memory network for fine-grained sentiment analysis
Zehui Dai, Wei Dai, Zhenhua Liu, Fengyun Rao, Huajie Chen, Guangpeng Zhang, Yadong Ding, and Jiyang Liu. 2019 · 2019
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A challenge dataset and effective models for aspect-based sentiment analysis
Qingnan Jiang, Lei Chen, Ruifeng Xu, Xiang Ao, and Min Yang. 2019 · 2019
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Aspect category detection via topic-attention network
Sajad Movahedi, Erfan Ghadery, Heshaam Faili, and Azadeh Shakery. 2019 · 2019
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