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Aspect term extraction is one of the important subtasks in aspect-based sentiment analysis.
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Mining and summarizing customer reviews
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Framewise phoneme classification with bidirectional lstm and other neural network architectures
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Bootstrapping both product features and opinion words from chinese customer reviews with cross-inducing
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A novel lexicalized hmm-based learning framework for web opinion mining
Wei Jin, Hung Hay Ho, and Rohini K Srihari. 2009 · 2009
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Joint sentiment/topic model for sentiment analysis
Chenghua Lin and Yulan He. 2009 · 2009
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Phrase dependency parsing for opinion mining
Yuanbin Wu, Qi Zhang, Xuanjing Huang, and Lide Wu. 2009 · 2009
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An unsupervised aspect-sentiment model for online reviews
Samuel Brody and Noemie Elhadad. 2010 · 2010
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Hierarchical sequential learning for extracting opinions and their attributes
Yejin Choi and Claire Cardie. 2010 · 2010
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Extracting opinion targets in a single-and cross-domain setting with conditional random fields
Niklas Jakob and Iryna Gurevych. 2010 · 2010
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Structure-aware review mining and summarization
Fangtao Li, Chao Han, Minlie Huang, Xiaoyan Zhu, Ying-Ju Xia, Shu Zhang, and Hao Yu. 2010 · 2010
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Extracting and ranking product features in opinion documents
Lei Zhang, Bing Liu, Suk Hwan Lim, and Eamonn O’Brien-Strain. 2010 · 2010
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ILDA: interdependent lda model for learning latent aspects and their ratings from online product reviews
Samaneh Moghaddam and Martin Ester. 2011 · 2011
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Opinion word expansion and target extraction through double propagation
Guang Qiu, Bing Liu, Jiajun Bu, and Chun Chen. 2011 · 2011
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Parsing natural scenes and natural language with recursive neural networks
Richard Socher, Cliff C Lin, Chris Manning, and Andrew Y Ng. 2011 · 2011
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Sentiment analysis and opinion mining
Bing Liu. 2012 · 2012
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Exploiting domain knowledge in aspect extraction
Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malu Castellanos, and Riddhiman Ghosh. 2013 · 2013
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Bidirectional recursive neural networks for token-level labeling with structure
Ozan Irsoy and Claire Cardie. 2013 · 2013
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A logic programming approach to aspect extraction in opinion mining
Improved semantic representations from tree-structured long short-term memory networks
Kai Sheng Tai, Richard Socher, and Christopher D. Manning. 2015 · 2015
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NLANGP: supervised machine learning system for aspect category classification and opinion target extraction
Zhiqiang Toh and Jian Su. 2015 · 2015
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EliXa: A modular and flexible ABSA platform
Iñaki San Vicente, Xabier Saralegi, and Rodrigo Agerri. 2015 · 2015
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Tensorflow: Large-scale machine learning on heterogeneous distributed systems
Martín Abadi, Ashish Agarwal, Paul Barham, et al. 2016 · 2016
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Affective computing and sentiment analysis
Erik Cambria. 2016 · 2016
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Qian Liu, Zhiqiang Gao, Bing Liu, and Yuanlin Zhang. 2013 · 2013
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Efficient estimation of word representations in vector space
Tomas Mikolov, Kai Chen, Greg Corrado, and Jeffrey Dean. 2013 · 2013
Cited alongside, same era.
Open domain targeted sentiment
Margaret Mitchell, Jacqui Aguilar, Theresa Wilson, and Benjamin Van Durme. 2013 · 2013
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NIL_CUSP: Aspect extraction using semantic labels
Pedro Paulo Balage Filho and Thiago Alexandre Salgueiro Pardo. 2014 · 2014
Cited alongside, same era.
Topic modeling using topics from many domains, lifelong learning and big data
Zhiyuan Chen and Bing Liu. 2014 · 2014
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Aspect extraction with automated prior knowledge learning
Zhiyuan Chen, Arjun Mukherjee, and Bing Liu. 2014 · 2014
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IHS R&D Belarus: Cross-domain extraction of product features using CRF
Maryna Chernyshevich. 2014 · 2014
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Qian Liu, Bing Liu, Yuanlin Zhang, Doo Soon Kim, and Zhiqiang Gao. 2016 · 2016
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End-to-end sequence labeling via bi-directional lstm-cnns-crf
Xuezhe Ma and Eduard H. Hovy. 2016 · 2016
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End-to-end relation extraction using lstms on sequences and tree structures
Makoto Miwa and Mohit Bansal. 2016 · 2016
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Semeval-2016 task 5: Aspect based sentiment analysis
Maria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al. 2016 · 2016
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Aspect extraction for opinion mining with a deep convolutional neural network
Soujanya Poria, Erik Cambria, and Alexander Gelbukh. 2016 · 2016
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Bidirectional tree-structured lstm with head lexicalization
Zhiyang Teng and Yue Zhang. 2016 · 2016
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NLANGP at semeval-2016 task 5: Improving aspect based sentiment analysis using neural network features
Zhiqiang Toh and Jian Su. 2016 · 2016
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Unsupervised word and dependency path embeddings for aspect term extraction
Yichun Yin, Furu Wei, Li Dong, Kaimeng Xu, Ming Zhang, and Ming Zhou. 2016 · 2016
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Top-down tree long short-term memory networks
Xingxing Zhang, Liang Lu, and Mirella Lapata. 2016 · 2016
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Unsupervised aspect term extraction with b-lstm & crf using automatically labelled datasets
Athanasios Giannakopoulos, Claudiu Musat, Andreea Hossmann, and Michael Baeriswyl. 2017 · 2017
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An unsupervised neural attention model for aspect extraction
Ruidan He, Wee Sun Lee, Hwee Tou Ng, and Daniel Dahlmeier. 2017 · 2017
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Deep multi-task learning for aspect term extraction with memory interaction
Xin Li and Wai Lam. 2017 · 2017
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Lifelong learning crf for supervised aspect extraction
Lei Shu, Hu Xu, and Bing Liu. 2017 · 2017
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Dependency-tree based convolutional neural networks for aspect term extraction
Hai Ye, Zichao Yan, Zhunchen Luo, and Wenhan Chao. 2017 · 2017
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