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A Unified Model for Opinion Target Extraction and Target Sentiment Prediction

13 November 2018

Xin Li

Papers citing "A Unified Model for Opinion Target Extraction and Target Sentiment Prediction"

50 / 77 papers shown

Title
PL-FGSA: A Prompt Learning Framework for Fine-Grained Sentiment Analysis Based on MindSpore Zhenkai Qin Jiajing He Qiao Fang 94 0 0 20 May 2025
EmoGRACE: Aspect-based emotion analysis for social media data Christina Zorenböhmer Sebastian Schmidt Bernd Resch 143 2 0 19 Mar 2025
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis Chengyan Wu Bolei Ma Wenshu Fan Zheyu Zhang Ningyuan Deng Yongqian Li Baolan Chen Yi Zhang Yun Xue Yun Xue 398 3 0 17 Feb 2025
PGSO: Prompt-based Generative Sequence Optimization Network for Aspect-based Sentiment AnalysisExpert systems with applications (ESWA), 2024 Hao Dong Wei Wei 202 4 0 01 Dec 2024
Instruct-DeBERTa: A Hybrid Approach for Aspect-based Sentiment Analysis on Textual Reviews Dineth Jayakody A. V. A. Malkith Koshila Isuranda Vishal Thenuwara Nisansa de Silva Sachintha Rajith Ponnamperuma G. Sandamali K. L. Sudheera 108 7 0 23 Aug 2024
Aspect and Opinion Term Extraction Using Graph Attention Network Abir Chakraborty GNN 68 2 0 30 Apr 2024
Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models Shunyu Liu Jie Zhou Qunxi Zhu Qin Chen Qingchun Bai Junhua Xiao Liang He 116 4 0 23 Feb 2024
iACOS: Advancing Implicit Sentiment Extraction with Informative and Adaptive Negative ExamplesNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Xiancai Xu Jia-Dong Zhang Lei Xiong Zhishang Liu 208 3 0 07 Nov 2023
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 115 1 0 03 Nov 2023
CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Rajdeep Mukherjee Nithish Kannen Saurabh Kumar Pandey Pawan Goyal 230 19 0 24 Oct 2023
The Limits of ChatGPT in Extracting Aspect-Category-Opinion-Sentiment Quadruples: A Comparative Analysis Xiancai Xu Jia-Dong Zhang Rongchang Xiao Lei Xiong 150 7 0 10 Oct 2023
MEMD-ABSA: A Multi-Element Multi-Domain Dataset for Aspect-Based Sentiment AnalysisLanguage Resources and Evaluation (LRE), 2023 Hongjie Cai Nan Song Zengzhi Wang Qiming Xie Qiankun Zhao Ke Li Siwei Wu Shijie Liu Jianfei Yu Rui Xia 190 13 0 29 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 137 15 0 07 Jun 2023
A Global Context Mechanism for Sequence Labeling Conglei Xu Kun Shen Hongguang Sun Yang Xu 230 6 0 31 May 2023
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Ting Xu Huiyun Yang Zhanghua Wu Jiaze Chen Fei Zhao Xinyu Dai 174 10 0 27 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 222 20 0 16 May 2023
Easy-to-Hard Learning for Information ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Chang Gao Wenxuan Zhang Wai Lam Lidong Bing SyDa 189 12 0 16 May 2023
Self-training through Classifier Disagreement for Cross-Domain Opinion Target ExtractionThe Web Conference (WWW), 2023 Kai Sun Richong Zhang Samuel Mensah Nikolaos Aletras Yongyi Mao Xudong Liu 124 1 0 28 Feb 2023
SynGen: A Syntactic Plug-and-play Module for Generative Aspect-based Sentiment AnalysisIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Chengze Yu Taiqiang Wu Jiayi Li Xingyu Bai Yujiu Yang 169 13 0 25 Feb 2023
STAGE: Span Tagging and Greedy Inference Scheme for Aspect Sentiment Triplet ExtractionAAAI Conference on Artificial Intelligence (AAAI), 2022 Shuo Liang Wei Wei Xian-Ling Mao Yuanyuan Fu Rui Fang Dangyang Chen 245 48 0 28 Nov 2022
UnifiedABSA: A Unified ABSA Framework Based on Multi-task Instruction Tuning Zengzhi Wang Rui Xia Jianfei Yu 207 18 0 20 Nov 2022
DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Bobo Li Hao Fei Fei Li Yu-hao Wu Jinsong Zhang ... Jingye Li Yijiang Liu Lizi Liao Tat-Seng Chua Donghong Ji 223 62 0 10 Nov 2022
Syntax-Guided Domain Adaptation for Aspect-based Sentiment Analysis Anguo Dong Cuiyun Gao Yan Jia Qing Liao Xuan Wang Lei Wang Jing Xiao 151 1 0 10 Nov 2022
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Weiwen Xu Xin Li Yang Deng W. Lam Lidong Bing 247 11 0 17 Oct 2022
Discriminative Models Can Still Outperform Generative Models in Aspect Based Sentiment Analysis Dhruv Mullick Alona Fyshe Bilal Ghanem 146 1 0 06 Jun 2022
Multi-Domain Targeted Sentiment AnalysisNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Orith Toledo-Ronen Matan Orbach Yoav Katz Noam Slonim 148 7 0 08 May 2022
A Span-level Bidirectional Network for Aspect Sentiment Triplet ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Yuqi Chen Keming Chen Xian Sun Zequn Zhang 116 56 0 27 Apr 2022
Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Yan Ling Jianfei Yu Rui Xia 131 105 0 17 Apr 2022
Challenges for Open-domain Targeted Sentiment Analysis Yun Luo Hongjie Cai Linyi Yang Yanxia Qin Rui Xia Yue Zhang 111 14 0 14 Apr 2022
Survey of Aspect-based Sentiment Analysis DatasetsInternational Joint Conference on Natural Language Processing (IJCNLP), 2022 Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 177 12 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 271 328 0 02 Mar 2022
Zero-Shot Aspect-Based Sentiment Analysis Lei Shu Hu Xu Bing-Quan Liu Jiahua Chen 150 17 0 04 Feb 2022
A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis Xiang Chen Xiaojun Wan 127 3 0 29 Jan 2022
Span Detection for Aspect-Based Sentiment Analysis in Vietnamese Kim Thi-Thanh Nguyen Sieu Khai Huynh Luong Luc Phan P. Pham Duc-Vu Nguyen Kiet Van Nguyen 113 2 0 15 Oct 2021
Aspect-Sentiment-Multiple-Opinion Triplet Extraction Fang Wang Yuncong Li Shengtao Zhong Cunxiang Yin Yancheng He 132 3 0 14 Oct 2021
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet ExtractionConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Rajdeep Mukherjee Tapas Nayak Yash Butala Sourangshu Bhattacharya Pawan Goyal 117 62 0 10 Oct 2021
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis Siva Uday Sampreeth Chebolu Franck Dernoncourt Nedim Lipka Thamar Solorio 191 7 0 05 Oct 2021
Aspect Sentiment Quad Prediction as Paraphrase Generation Wenxuan Zhang Yang Deng Xin Li Yifei Yuan Lidong Bing W. Lam 442 228 0 02 Oct 2021
Extracting all Aspect-polarity Pairs Jointly in a Text with Relation Extraction Approach Ling Bu Li Chen Yongmei Lu Zhonghua Yu CoGe 102 0 0 01 Sep 2021
Aspect Sentiment Triplet Extraction Using Reinforcement LearningInternational Conference on Information and Knowledge Management (CIKM), 2021 Samson Yu Tapas Nayak Navonil Majumder Soujanya Poria 199 44 0 13 Aug 2021
Learning Span-Level Interactions for Aspect Sentiment Triplet ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Lu Xu Yew Ken Chia Lidong Bing 257 213 0 26 Jul 2021
Explicit Interaction Network for Aspect Sentiment Triplet Extraction Peiyi Wang Tianyu Liu Damai Dai Runxin Xu Baobao Chang Zhifang Sui 175 6 0 21 Jun 2021
A Unified Generative Framework for Aspect-Based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Hang Yan Junqi Dai Tuo Ji Xipeng Qiu Zheng Zhang 172 319 0 08 Jun 2021
Deep Context- and Relation-Aware Learning for Aspect-based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Shinhyeok Oh Dongyub Lee Taesun Whang Ilnam Park Gaeun Seo EungGyun Kim Harksoo Kim 119 24 0 07 Jun 2021
Semantic and Syntactic Enhanced Aspect Sentiment Triplet ExtractionFindings (Findings), 2021 Zhexue Chen Hong Huang Bang Liu Xuanhua Shi Hai Jin 154 77 0 07 Jun 2021
Structured Sentiment Analysis as Dependency Graph ParsingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Jeremy Barnes Robin Kurtz Stephan Oepen Lilja Ovrelid Erik Velldal 115 82 0 30 May 2021
A More Fine-Grained Aspect-Sentiment-Opinion Triplet Extraction Task Yuncong Li Fang Wang Wei Zhang Shengtao Zhong Cunxiang Yin Yancheng He 299 22 0 29 Mar 2021
Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet ExtractionAAAI Conference on Artificial Intelligence (AAAI), 2021 Shaowei Chen Yu Wang Jie Liu Yuelin Wang 143 200 0 13 Mar 2021
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction Lianzhe Huang Peiyi Wang Sujian Li Tianyu Liu Xiaodong Zhang Zhicong Cheng D. Yin Houfeng Wang 329 31 0 17 Feb 2021
If you've got it, flaunt it: Making the most of fine-grained sentiment annotationsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 Jeremy Barnes Lilja Ovrelid Erik Velldal 54 5 0 30 Jan 2021