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Aspect-based sentiment analysis is a long-standing research interest in the field of opinion mining, and in recent years, researchers have gradually shifted their focus from simple ABSA subtasks to end-to-end multi-element ABSA tasks.
Mike Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdelrahman Mohamed, Omer Levy, Ves Stoyanov, and Luke Zettlemoyer. 2019 · 1910
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Mining and summarizing customer reviews
Minqing Hu and Bing Liu. 2004 · 2004
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Recognizing contextual polarity in phrase-level sentiment analysis
Theresa Wilson, Janyce Wiebe, and Paul Hoffmann. 2005 · 2005
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Position-aware tagging for aspect sentiment triplet extraction
Lu Xu, Hao Li, Wei Lu, and Lidong Bing. 2020 · 2010
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Sentiment analysis and opinion mining
Bing Liu. 2012 · 2012
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Open domain targeted sentiment
Margaret Mitchell, Jacqui Aguilar, Theresa Wilson, and Benjamin Van Durme. 2013 · 2013
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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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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 analysis
Maria Pontiki, Dimitrios Galanis, Harris Papageorgiou, Suresh Manandhar, and Ion Androutsopoulos. 2015 · 2015
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Semeval-2016 task 5: Aspect based sentiment analysis
Maria Pontiki, Dimitrios Galanis, Haris Papageorgiou, Ion Androutsopoulos, Suresh Manandhar, Mohammad Al-Smadi, Mahmoud Al-Ayyoub, Yanyan Zhao, Bing Qin, Orphée De Clercq, et al. 2016 · 2016
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Recursive neural conditional random fields for aspect-based sentiment analysis
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, and Xiaokui Xiao. 2016 · 2016
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Coupled multi-layer attentions for co-extraction of aspect and opinion terms
Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, and Xiaokui Xiao. 2017 · 2017
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A proposal for book oriented aspect based sentiment analysis: Comparison over domains
Tamara Álvarez-López, Milagros Fernández-Gavilanes, Enrique Costa-Montenegro, and Patrice Bellot. 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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The inception platform: Machine-assisted and knowledge-oriented interactive annotation
Jan-Christoph Klie, Michael Bugert, Beto Boullosa, Richard Eckart de Castilho, and Iryna Gurevych. 2018 · 2018
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Target-oriented opinion words extraction with target-fused neural sequence labeling
Zhifang Fan, Zhen Wu, Xinyu Dai, Shujian Huang, and Jiajun Chen. 2019 · 2019
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An interactive multi-task learning network for end-to-end aspect-based sentiment analysis
Ruidan He, Wee Sun Lee, Hwee Tou Ng, and Daniel Dahlmeier. 2019 · 2019
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Open-domain targeted sentiment analysis via span-based extraction and classification
Minghao Hu, Yuxing Peng, Zhen Huang, Dongsheng Li, and Yiwei Lv. 2019 · 2019
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A unified model for opinion target extraction and target sentiment prediction
Xin Li, Lidong Bing, Piji Li, and Wai Lam. 2019 · 2019
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Justifying recommendations using distantly-labeled reviews and fine-grained aspects
Jianmo Ni, Jiacheng Li, and Julian McAuley. 2019 · 2019
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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
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Question-driven span labeling model for aspect-opinion pair extraction
Lei Gao, Yulong Wang, Tongcun Liu, Jingyu Wang, Lei Zhang, and Jianxin Liao. 2021 · 2021
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A joint training dual-mrc framework for aspect based sentiment analysis
Yue Mao, Yi Shen, Chao Yu, and Longjun Cai. 2021 · 2021
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A unified generative framework for aspect-based sentiment analysis
Hang Yan, Junqi Dai, Tuo Ji, Xipeng Qiu, and Zheng Zhang. 2021 · 2021
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Aspect sentiment quad prediction as paraphrase generation
Wenxuan Zhang, Yang Deng, Xin Li, Yifei Yuan, Lidong Bing, and Wai Lam. 2021a · 2021
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Bert post-training for review reading comprehension and aspect-based sentiment analysis
Hu Xu, Bing Liu, Lei Shu, and S Yu Philip. 2019 · 2019
Cited alongside, same era.
Synchronous double-channel recurrent network for aspect-opinion pair extraction
Shaowei Chen, Jie Liu, Yu Wang, Wenzheng Zhang, and Ziming Chi. 2020 · 2020
Cited alongside, same era.
Relation-aware collaborative learning for unified aspect-based sentiment analysis
Zhuang Chen and Tieyun Qian. 2020 · 2020
Cited alongside, same era.
Knowing what, how and why: A near complete solution for aspect-based sentiment analysis
Haiyun Peng, Lu Xu, Lidong Bing, Fei Huang, Wei Lu, and Luo Si. 2020 · 2020
Cited alongside, same era.
Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J Liu. 2020 · 2020
Cited alongside, same era.
Target-aspect-sentiment joint detection for aspect-based sentiment analysis
Hai Wan, Yufei Yang, Jianfeng Du, Yanan Liu, Kunxun Qi, and Jeff Z Pan. 2020 · 2020
Cited alongside, same era.
Grid tagging scheme for end-to-end fine-grained opinion extraction
Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, and Rui Xia. 2020 · 2020
Cited alongside, same era.
Text data mining , volume 711
Chengqing Zong, Rui Xia, and Jiajun Zhang. 2021 · 2021
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Enhanced multi-channel graph convolutional network for aspect sentiment triplet extraction
Hao Chen, Zepeng Zhai, Fangxiang Feng, Ruifan Li, and Xiaojie Wang. 2022 · 2022
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Improving aspect sentiment quad prediction via template-order data augmentation
Mengting Hu, Yike Wu, Hang Gao, Yinhao Bai, and Shiwan Zhao. 2022 · 2022
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Pair-wise aspect and opinion terms extraction as graph parsing via a novel mutually-aware interaction mechanism
Yijiang Liu, Fei Li, Hao Fei, and Donghong Ji. 2022 · 2022
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Seq2path: Generating sentiment tuples as paths of a tree
Yue Mao, Yi Shen, Jingchao Yang, Xiaoying Zhu, and Longjun Cai. 2022 · 2022
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Com-mrc: A context-masked machine reading comprehension framework for aspect sentiment triplet extraction
Zepeng Zhai, Hao Chen, Fangxiang Feng, Ruifan Li, and Xiaojie Wang. 2022 · 2022
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Domain-expanded aste: Rethinking generalization in aspect sentiment triplet extraction
Yew Ken Chia, Hui Chen, Wei Han, Guizhen Chen, Sharifah Mahani Aljunied, Soujanya Poria, and Lidong Bing. 2023 · 2023
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Uncertainty-aware unlikelihood learning improves generative aspect sentiment quad prediction
Mengting Hu, Yinhao Bai, Yike Wu, Zhen Zhang, Liqi Zhang, Hang Gao, Shiwan Zhao, and Minlie Huang. 2023 · 2023
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Is chatgpt a good sentiment analyzer? a preliminary study
Zengzhi Wang, Qiming Xie, Zixiang Ding, Yi Feng, and Rui Xia. 2023 · 2023
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Ting Xu, Huiyun Yang, Zhen Wu, Jiaze Chen, Fei Zhao, and Xinyu Dai. 2023 · 2023
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