Improving Aspect-Level Sentiment Analysis with Aspect Extraction

3 May 2020

Amir Hussain

Louis-Philippe Morency

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Papers citing "Improving Aspect-Level Sentiment Analysis with Aspect Extraction"

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Title
DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction Huaishao Luo Tianrui Li Bing-Quan Liu Junbo Zhang 75 106 0 05 Jun 2019
Cloze-driven Pretraining of Self-attention Networks Alexei Baevski Sergey Edunov Yinhan Liu Luke Zettlemoyer Michael Auli 43 198 0 19 Mar 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 121 1,270 0 31 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised Stefanos Angelidis Mirella Lapata 44 184 0 27 Aug 2018
Strong Baselines for Neural Semi-supervised Learning under Domain Shift Sebastian Ruder Barbara Plank 36 172 0 25 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 186 11,542 0 15 Feb 2018
Deep Learning for Sentiment Analysis : A Survey Lei Zhang Shuai Wang Bing-Quan Liu VLM 91 1,619 0 24 Jan 2018
Interactive Attention Networks for Aspect-Level Sentiment Classification Dehong Ma Sujian Li Xiaodong Zhang Houfeng Wang 55 991 0 04 Sep 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 115 907 0 01 Aug 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 513 2,217 0 25 Jul 2017
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data Alexis Conneau Douwe Kiela Holger Schwenk Loïc Barrault Antoine Bordes AI4TS SSL 211 2,103 0 05 May 2017
Lifelong Learning CRF for Supervised Aspect Extraction Lei Shu Hu Xu Bing-Quan Liu CLL 45 104 0 29 Apr 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 76 635 0 29 Apr 2017
Autoencoding Variational Inference For Topic Models Akash Srivastava Charles Sutton BDL DRL 129 565 0 04 Mar 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 177 2,889 0 12 Dec 2016
A Hierarchical Model of Reviews for Aspect-based Sentiment Analysis Sebastian Ruder Parsa Ghaffari J. Breslin 58 270 0 09 Sep 2016
Recurrent Neural Network for Text Classification with Multi-Task Learning Pengfei Liu Xipeng Qiu Xuanjing Huang 97 1,286 0 17 May 2016
Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis Wenya Wang Sinno Jialin Pan Daniel Dahlmeier Xiaokui Xiao 64 364 0 22 Mar 2016
Multi-Task Cross-Lingual Sequence Tagging from Scratch Zhilin Yang Ruslan Salakhutdinov William W. Cohen VLM 56 226 0 20 Mar 2016
Effective LSTMs for Target-Dependent Sentiment Classification Duyu Tang Bing Qin Xiaocheng Feng Ting Liu 65 887 0 03 Dec 2015
Bidirectional LSTM-CRF Models for Sequence Tagging Zhiheng Huang Wenyuan Xu Kai Yu 171 4,018 0 09 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 487 12,692 0 11 Dec 2014
Distributed Representations of Sentences and Documents Quoc V. Le Tomas Mikolov FaML 235 9,235 0 16 May 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 357 33,500 0 16 Oct 2013
NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of Tweets Saif M. Mohammad S. Kiritchenko Xiao-Dan Zhu 66 1,075 0 28 Aug 2013