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Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020

16 September 2020

Xuanjing Huang

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Papers citing "Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis"

23 / 23 papers shown

Title
Cross-lingual Aspect-Based Sentiment Analysis: A Survey on Tasks, Approaches, and ChallengesInformation Fusion (Inf. Fusion), 2025 Jakub Šmíd Pavel Král 112 7 0 13 Aug 2025
SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials Mael Jullien Marco Valentino André Freitas LM&MA 200 51 0 07 Apr 2024
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment Congzhi Zhang Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu CML AI4CE LRM 265 32 0 05 Mar 2024
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions Yuan Zhang Xiao Wang Zhiheng Xi Han Xia Tao Gui Tao Gui Xuanjing Huang 176 6 0 26 Feb 2024
Enhancing Robustness in Biomedical NLI Models: A Probing Approach for Clinical Trials Ata Mustafa AAML 114 0 0 04 Feb 2024
A Systematic Review of Aspect-based Sentiment Analysis (ABSA): Domains, Methods, and Trends Y. Hua Paul Denny Katerina Taskova Jorg Wicker 265 3 0 16 Nov 2023
RobustGEC: Robust Grammatical Error Correction Against Subtle Context PerturbationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yue Zhang Leyang Cui Enbo Zhao Wei Bi Shuming Shi 218 6 0 11 Oct 2023
Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations Xinyu Liu Yanl Ding Kaikai An Chunyang Xiao Pranava Madhyastha Tong Xiao Jingbo Zhu 125 2 0 24 Jun 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Yongfeng Zhang Jennifer Foster Yue Zhang OOD 270 3 0 23 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2023 Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Amélie Reymond LRM 312 8 0 21 May 2023
On the Robustness of Aspect-based Sentiment Analysis: Rethinking Model, Data, and Training Hao Fei Tat-Seng Chua Chenliang Li Donghong Ji Meishan Zhang Yafeng Ren 165 56 0 19 Apr 2023
Contrastive variational information bottleneck for aspect-based sentiment analysisKnowledge-Based Systems (KBS), 2023 Ming-Wei Chang Min Yang Qingshan Jiang Ruifeng Xu 296 6 0 06 Mar 2023
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 263 11 0 17 Oct 2022
Zero-shot Aspect-level Sentiment Classification via Explicit Utilization of Aspect-to-Document Sentiment Composition Pengfei Deng Jianhua Yuan Yanyan Zhao Bing Qin 149 3 0 06 Sep 2022
Causal Intervention Improves Implicit Sentiment AnalysisInternational Conference on Computational Linguistics (COLING), 2022 Siyin Wang Jie Zhou Changzhi Sun Junjie Ye Tao Gui Tao Gui Xuanjing Huang 112 27 0 19 Aug 2022
PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment AnalysisInternational Conference on Information and Knowledge Management (CIKM), 2022 Heng Yang Chen Zhang Ke Li 226 33 0 02 Aug 2022
Aspect-specific Context Modeling for Aspect-based Sentiment AnalysisNatural Language Processing and Chinese Computing (NLPCC), 2022 Fang Ma Chen Zhang Bo Zhang Dawei Song 129 9 0 17 Jul 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 271 339 0 02 Mar 2022
On the data requirements of probingFindings (Findings), 2022 Zining Zhu Jixuan Wang Bai Li Frank Rudzicz 195 5 0 25 Feb 2022
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-TrainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Zhengyan Li Yicheng Zou Chong Zhang Tao Gui Zhongyu Wei SSL 98 127 0 03 Nov 2021
Exploiting Position Bias for Robust Aspect Sentiment ClassificationFindings (Findings), 2021 Fangjie Ma Chen Zhang D. Song 104 19 0 29 May 2021
Interventional Aspect-Based Sentiment Analysis Zhen Bi Ningyu Zhang Ganqiang Ye Haiyang Yu Xi Chen Huajun Chen 121 2 0 20 Apr 2021
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment ClassificationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Xiaochen Hou Peng Qi Guangtao Wang Rex Ying Jing Huang Xiaodong He Bowen Zhou 153 64 0 12 Mar 2021