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Aspect sentiment triplet extraction (ASTE), which aims to identify aspects from review sentences along with their corresponding opinion expressions and sentiments, is an emerging task in fine-grained opinion mining.
Opinion Target Extraction Using Word-Based Translation Model
Liu, K.; Xu, L.; and Zhao, J. 2012 · 2012
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Open Domain Targeted Sentiment
Mitchell, M.; Aguilar, J.; Wilson, T.; and Durme, B. V. 2013 · 2013
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Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification
Dong, L.; Wei, F.; Tan, C.; Tang, D.; Zhou, M.; and Xu, K. 2014 · 2014
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SemEval-2014 Task 4: Aspect Based Sentiment Analysis
Pontiki, M.; Galanis, D.; Pavlopoulos, J.; Papageorgiou, H.; Androutsopoulos, I.; and Manandhar, S. 2014 · 2014
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Co-Extracting Opinion Targets and Opinion Words from Online Reviews Based on the Word Alignment Model
Liu, K.; Xu, L.; and Zhao, J. 2015 · 2015
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Fine-grained opinion mining with recurrent neural networks and word embeddings
Liu, P.; Joty, S.; and Meng, H. 2015 · 2015
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PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis
Nguyen, T. H.; and Shirai, K. 2015 · 2015
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SemEval-2015 Task 12: Aspect Based Sentiment Analysis
Pontiki, M.; Galanis, D.; Papageorgiou, H.; Manandhar, S.; and Androutsopoulos, I. 2015 · 2015
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SemEval-2016 Task 5: Aspect Based Sentiment Analysis
Pontiki, M.; Galanis, D.; Papageorgiou, H.; Androutsopoulos, I.; Manandhar, S.; Al-Smadi, M.; Al-Ayyoub, M.; Zhao, Y.; Qin, B.; Clercq, O. D.; Hoste, V.; Apidianaki, M.; Tannier, X.; Loukachevitch, N. V.; Kotelnikov, E. V.; Bel, N.; Zafra, S. M. J.; and Eryigit, G. 2016 · 2016
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Aspect extraction for opinion mining with a deep convolutional neural network
Poria, S.; Cambria, E.; and Gelbukh, A. 2016 · 2016
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Aspect Level Sentiment Classification with Deep Memory Network
Tang, D.; Qin, B.; and Liu, T. 2016 · 2016
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Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
Wang, W.; Pan, S. J.; Dahlmeier, D.; and Xiao, X. 2016 · 2016
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An Unsupervised Neural Attention Model for Aspect Extraction
He, R.; Lee, W. S.; Ng, H. T.; and Dahlmeier, D. 2017 · 2017
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Zero-Shot Relation Extraction via Reading Comprehension
Levy, O.; Seo, M.; Choi, E.; and Zettlemoyer, L. 2017 · 2017
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Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis
Li, H.; and Lu, W. 2017 · 2017
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Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction
Li, X.; and Lam, W. 2017 · 2017
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Fixing Weight Decay Regularization in Adam
Loshchilov, I.; and Hutter, F. 2017 · 2017
Cited alongside, same era.
Interactive Attention Networks for Aspect-Level Sentiment Classification
Ma, D.; Li, S.; Zhang, X.; and Wang, H. 2017 · 2017
Cited alongside, same era.
Bidirectional Attention Flow for Machine Comprehension
Seo, M. J.; Kembhavi, A.; Farhadi, A.; and Hajishirzi, H. 2017 · 2017
Cited alongside, same era.
Coupled Multi-Layer Attentions for Co-Extraction of Aspect and Opinion Terms
Wang, W.; Pan, S. J.; Dahlmeier, D.; and Xiao, X. 2017 · 2017
Cited alongside, same era.
Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis
Hazarika, D.; Poria, S.; Vij, P.; Krishnamurthy, G.; Cambria, E.; and Zimmermann, R. 2018 · 2018
Cited alongside, same era.
CAN: Constrained Attention Networks for Multi-Aspect Sentiment Analysis
Hu, M.; Zhao, S.; Zhang, L.; Cai, K.; Su, Z.; Cheng, R.; and Shen, X. 2019 · 2019
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A Unified Model for Opinion Target Extraction and Target Sentiment Prediction
Li, X.; Bing, L.; Li, P.; and Lam, W. 2019a · 2019
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Entity-Relation Extraction as Multi-Turn Question Answering
Li, X.; Yin, F.; Sun, Z.; Li, X.; Yuan, A.; Chai, D.; Zhou, M.; and Li, J. 2019b · 2019
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Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification
Li, Z.; Wei, Y.; Zhang, Y.; Zhang, X.; and Li, X. 2019c · 2019
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DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Luo, H.; Li, T.; Liu, B.; and Zhang, J. 2019 · 2019
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Exploring Sequence-to-Sequence Learning in Aspect Term Extraction
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He, R.; Lee, W. S.; Ng, H. T.; and Dahlmeier, D. 2018 · 2018
Cited alongside, same era.
Aspect Term Extraction with History Attention and Selective Transformation
Li, X.; Bing, L.; Li, P.; Lam, W.; and Yang, Z. 2018 · 2018
Cited alongside, same era.
The Natural Language Decathlon: Multitask Learning as Question Answering
McCann, B.; Keskar, N. S.; Xiong, C.; and Socher, R. 2018 · 2018
Cited alongside, same era.
Deep Contextualized Word Representations
Peters, M. E.; Neumann, M.; Iyyer, M.; Gardner, M.; Clark, C.; Lee, K.; and Zettlemoyer, L. 2018 · 2018
Cited alongside, same era.
Target-Sensitive Memory Networks for Aspect Sentiment Classification
Wang, S.; Mazumder, S.; Liu, B.; Zhou, M.; and Chang, Y. 2018 · 2018
Cited alongside, same era.
Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction
Xu, H.; Liu, B.; Shu, L.; and Yu, P. S. 2018 · 2018
Cited alongside, same era.
QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension
Yu, A. W.; Dohan, D.; Luong, M.; Zhao, R.; Chen, K.; Norouzi, M.; and Le, Q. V. 2018 · 2018
Cited alongside, same era.
Ma, D.; Li, S.; Wu, F.; Xie, X.; and Wang, H. 2019 · 2019
Later among the works it cites.
Language models are unsupervised multitask learners
Radford, A.; Wu, J.; Child, R.; Luan, D.; Amodei, D.; and Sutskever, I. 2019 · 2019
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Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree
Sun, K.; Zhang, R.; Mensah, S.; Mao, Y.; and Liu, X. 2019 · 2019
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Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction
Chen, S.; Liu, J.; Wang, Y.; Zhang, W.; and Chi, Z. 2020 · 2020
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Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis
Chen, Z.; and Qian, T. 2020 · 2020
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A Unified MRC Framework for Named Entity Recognition
Li, X.; Feng, J.; Meng, Y.; Han, Q.; Wu, F.; and Li, J. 2020 · 2020
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Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis
Peng, H.; Xu, L.; Bing, L.; Huang, F.; Lu, W.; and Si, L. 2020 · 2020
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Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction
Wu, Z.; Ying, C.; Zhao, F.; Fan, Z.; Dai, X.; and Xia, R. 2020a · 2020
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Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction
Wu, Z.; Zhao, F.; Dai, X.; Huang, S.; and Chen, J. 2020b · 2020
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Zhao, H.; Huang, L.; Zhang, R.; Lu, Q.; and Xue, H. 2020 · 2020
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