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Aspect sentiment coherency is an intriguing yet underexplored topic in the field of aspect-based sentiment classification.
Roberta: A robustly optimized BERT pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
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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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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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Fine-grained analysis of explicit and implicit sentiment in financial news articles
Marjan Van de Kauter, Diane Breesch, and Véronique Hoste. 2015 · 2015
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Semeval-2015 task 12: Aspect based sentiment analysis
Maria Pontiki, Dimitris Galanis, Haris Papageorgiou, Suresh Manandhar, and Ion Androutsopoulos. 2015 · 2015
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Semeval-2016 task 5: Aspect based sentiment analysis
Maria Pontiki, Dimitris Galanis, Haris Papageorgiou, Ion Androutsopoulos, Suresh Manandhar, Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yanyan Zhao, Bing Qin, Orphée De Clercq, Véronique Hoste, Marianna Apidianaki, Xavier Tannier, Natalia V. Loukachevitch, Evgeniy V. Kotelnikov, Núria Bel, Salud María Jiménez Zafra, and Gülsen Eryigit. 2016 · 2016
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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
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Multi-grained attention network for aspect-level sentiment classification
Feifan Fan, Yansong Feng, and Dongyan Zhao. 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. 2019 · 2019
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Syntax-aware aspect level sentiment classification with graph attention networks
Binxuan Huang and Kathleen M. Carley. 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-based sentiment classification with aspect-specific graph convolutional networks
Chen Zhang, Qiuchi Li, and Dawei Song. 2019 · 2019
Cited alongside, same era.
Modelling context and syntactical features for aspect-based sentiment analysis
Minh Hieu Phan and Philip O. Ogunbona. 2020 · 2020
Cited alongside, same era.
Dependency graph enhanced dual-transformer structure for aspect-based sentiment classification
Hao Tang, Donghong Ji, Chenliang Li, and Qiji Zhou. 2020 · 2020
Cited alongside, same era.
Tasty burgers, soggy fries: Probing aspect robustness in aspect-based sentiment analysis
Xiaoyu Xing, Zhijing Jin, Di Jin, Bingning Wang, Qi Zhang, and Xuanjing Huang. 2020 · 2020
Cited alongside, same era.
Modeling sentiment dependencies with graph convolutional networks for aspect-level sentiment classification
Pinlong Zhao, Linlin Hou, and Ou Wu. 2020 · 2020
Cited alongside, same era.
Aspect-based sentiment analysis with type-aware graph convolutional networks and layer ensemble
Yuanhe Tian, Guimin Chen, and Yan Song. 2021 · 2021
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Eliminating sentiment bias for aspect-level sentiment classification with unsupervised opinion extraction
Bo Wang, Tao Shen, Guodong Long, Tianyi Zhou, and Yi Chang. 2021 · 2021
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A multi-task learning model for chinese-oriented aspect polarity classification and aspect term extraction
Heng Yang, Biqing Zeng, Jianhao Yang, Youwei Song, and Ruyang Xu. 2021 · 2021
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Implicit sentiment analysis with event-centered text representation
Deyu Zhou, Jianan Wang, Linhai Zhang, and Yulan He. 2021 · 2021
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Aspect is not you need: No-aspect differential sentiment framework for aspect-based sentiment analysis
Jiahao Cao, Rui Liu, Huailiang Peng, Lei Jiang, and Xu Bai. 2022 · 2022
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SK-GCN: modeling syntax and knowledge via graph convolutional network for aspect-level sentiment classification
Jie Zhou, Jimmy Xiangji Huang, Qinmin Vivian Hu, and Liang He. 2020 · 2020
Cited alongside, same era.
Aspect-category-opinion-sentiment quadruple extraction with implicit aspects and opinions
Hongjie Cai, Rui Xia, and Jianfei Yu. 2021 · 2021
Cited alongside, same era.
Does syntax matter? A strong baseline for aspect-based sentiment analysis with roberta
Junqi Dai, Hang Yan, Tianxiang Sun, Pengfei Liu, and Xipeng Qiu. 2021 · 2021
Cited alongside, same era.
Pengcheng He, Jianfeng Gao, and Weizhu Chen. 2021 · 2021
Cited alongside, same era.
Dual graph convolutional networks for aspect-based sentiment analysis
Ruifan Li, Hao Chen, Fangxiang Feng, Zhanyu Ma, Xiaojie Wang, and Eduard H. Hovy. 2021a · 2021
Cited alongside, same era.
Learning implicit sentiment in aspect-based sentiment analysis with supervised contrastive pre-training
Zhengyan Li, Yicheng Zou, Chong Zhang, Qi Zhang, and Zhongyu Wei. 2021b · 2021
Cited alongside, same era.
Dynamic commonsense knowledge fused method for chinese implicit sentiment analysis
Jian Liao, Min Wang, Xin Chen, Suge Wang, and Kai Zhang. 2022 · 2022
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BERT-ASC: auxiliary-sentence construction for implicit aspect learning in sentiment analysis
Ahmed Murtadha, Shengfeng Pan, Bo Wen, Jianlin Su, Wenze Zhang, and Yunfeng Liu. 2022 · 2022
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SSEGCN: syntactic and semantic enhanced graph convolutional network for aspect-based sentiment analysis
Zheng Zhang, Zili Zhou, and Yanna Wang. 2022 · 2022
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Implicit sentiment analysis based on multi-feature neural network model
Yin Zhuang, Zhen Liu, Tingting Liu, Chih-Chieh Hung, and Yan-Jie Chai. 2022 · 2022
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Span-level aspect-based sentiment analysis via table filling
Mao Zhang, Yongxin Zhu, Zhen Liu, Zhimin Bao, Yunfei Wu, Xing Sun, and Linli Xu. 2023 · 2023
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Discrete opinion tree induction for aspect-based sentiment analysis
Chenhua Chen, Zhiyang Teng, Zhongqing Wang, and Yue Zhang. 2022 · 2064
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