Solving Aspect Category Sentiment Analysis as a Text Generation Task

Solving Aspect Category Sentiment Analysis as a Text Generation Task

14 October 2021

Leyang Cui

Yue Zhang

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Papers citing "Solving Aspect Category Sentiment Analysis as a Text Generation Task"

17 / 17 papers shown

Title
Semantic-preserved Augmentation with Confidence-weighted Fine-tuning for Aspect Category Sentiment Analysis Yaping Chai Haoran Xie J. Qin 90 0 0 08 Jun 2025
Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction Nils Constantin Hellwig Jakob Fehle Udo Kruschwitz Christian Wolff AI4MH 244 1 0 18 Feb 2025
E2TP: Element to Tuple Prompting Improves Aspect Sentiment Tuple Prediction Mohammad Ghiasvand Mohammadkhani Niloofar Ranjbar S. Momtazi 185 1 0 10 May 2024
New Benchmark Dataset and Fine-Grained Cross-Modal Fusion Framework for Vietnamese Multimodal Aspect-Category Sentiment Analysis Quy Hoang Nguyen Minh-Van Truong Nguyen Kiet Van Nguyen 146 3 0 01 May 2024
Indo LEGO-ABSA: A Multitask Generative Aspect Based Sentiment Analysis for Indonesian LanguageInternational Conference on Electrical Engineering and Informatics (ICEEI), 2023 Randy Zakya Suchrady Ayu Purwarianti 90 1 0 03 Nov 2023
An Empirical Study of Benchmarking Chinese Aspect Sentiment Quad Prediction Junxian Zhou Haiqin Yang Junpeng Ye Yuxuan He Hao Mou 139 0 0 03 Nov 2023
Improving Aspect-Based Sentiment with End-to-End Semantic Role Labeling ModelRecent Advances in Natural Language Processing (RANLP), 2023 P. Pribán O. Pražák 110 6 0 27 Jul 2023
Opinion Tree Parsing for Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Xiaoyi Bao Xiaotong Jiang Zhongqing Wang Yue Zhang Guodong Zhou LRM 76 8 0 15 Jun 2023
A Unified One-Step Solution for Aspect Sentiment Quad PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Junxian Zhou Haiqin Yang Yuxuan He Hao Mou Junbo Yang 113 15 0 07 Jun 2023
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple PredictionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Zhibin Gou Qi Guo Yujiu Yang 151 82 0 22 May 2023
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yue Deng Wenxuan Zhang Sinno Jialin Pan Lidong Bing 142 19 0 16 May 2023
AX-MABSA: A Framework for Extremely Weakly Supervised Multi-label Aspect Based Sentiment AnalysisConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Sabyasachi Kamila Walid Magdy Sourav Dutta MingXue Wang 93 4 0 07 Nov 2022
DORE: Document Ordered Relation Extraction based on Generative FrameworkConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Qipeng Guo Yuqing Yang Hang Yan Xipeng Qiu Zheng Zhang 155 8 0 28 Oct 2022
A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment AnalysisInternational Conference on Computational Linguistics (COLING), 2022 Bing Wang Liang Ding Qihuang Zhong Ximing Li Dacheng Tao 132 38 0 16 Apr 2022
Challenges for Open-domain Targeted Sentiment Analysis Yun Luo Hongjie Cai Linyi Yang Yanxia Qin Rui Xia Yue Zhang 100 14 0 14 Apr 2022
A Generative Language Model for Few-shot Aspect-Based Sentiment Analysis Ehsan Hosseini-Asl Wenhao Liu Caiming Xiong 86 26 0 11 Apr 2022
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and ChallengesIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Wenxuan Zhang Xin Li Yang Deng Lidong Bing W. Lam 219 316 0 02 Mar 2022

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