Bing Liu

Most-cited papers

GMC: Graph-Based Multi-View Clustering
Hao Wang, Yan Yang, Bing Liu
2020IEEE Transactions on Knowledge and Data Engineering843 citations Open access
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BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis
Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2019North American Chapter of the Association for Computational Linguistics808 citations Open access
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A study of graph-based system for multi-view clustering
Hao Wang, Yan Yang, Bing Liu, H. Fujita
2019Knowledge-Based Systems345 citations
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Sentiment Analysis
Bing Liu
2020239 citations
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Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
Zi-Xuan Ke, Bing Liu, Xingchang Huang
2021Neural Information Processing Systems173 citations
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Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
Zi-Xuan Ke, Bing Liu, Nianzu Ma, Hu Xu +1 more
2021Neural Information Processing Systems171 citations
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Spectral Perturbation Meets Incomplete Multi-view Data
Hao Wang, Lin-Lin Zong, Bing Liu, Yan Yang +1 more
2019International Joint Conference on Artificial Intelligence170 citations Open access
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Sentiment Analysis in Social Networks
F. A. Pozzi, E. Fersini, E. Messina, Bing Liu
2016163 citations
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Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation
Wenpeng Hu, Zhou Lin, Bing Liu, Chongyang Tao +4 more
2018International Conference on Learning Representations155 citations
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Continual Learning in Task-Oriented Dialogue Systems
Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou, Seungwhan Moon +6 more
2020Conference on Empirical Methods in Natural Language Processing152 citations Open access
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Mining Aspect-Specific Opinion using a Holistic Lifelong Topic Model
Shuai Wang, Zhiyuan Chen, Bing Liu
2016The Web Conference135 citations
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DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction
Huaishao Luo, Tian-Rui Li, Bing Liu, Jun-Bo Zhang
2019Annual Meeting of the Association for Computational Linguistics123 citations Open access
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Open-world Learning and Application to Product Classification
Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2018The Web Conference120 citations Open access
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Text sentiment analysis based on CBOW model and deep learning in big data environment
Bing Liu
2018Journal of Ambient Intelligence and Humanized Computing119 citations
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Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking
Zhaojiang Lin, Bing Liu, Seungwhan Moon, Paul A. Crook +6 more
2021North American Chapter of the Association for Computational Linguistics97 citations Open access
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Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks
Zi-Xuan Ke, Hu Xu, Bing Liu
2021North American Chapter of the Association for Computational Linguistics96 citations Open access
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GSN: A Graph-Structured Network for Multi-Party Dialogues
Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao +2 more
2019International Joint Conference on Artificial Intelligence86 citations Open access
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Challenges of Sentiment Analysis in Social Networks: An Overview
F. A. Pozzi, E. Fersini, E. Messina, Bing Liu
201786 citations
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Zero-Shot Dialogue State Tracking via Cross-Task Transfer
Zhaojiang Lin, Bing Liu, Andrea Madotto, Seungwhan Moon +7 more
2021Conference on Empirical Methods in Natural Language Processing77 citations Open access
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Adding Chit-Chat to Enhance Task-Oriented Dialogues
Kai Sun, Seungwhan Moon, Paul A. Crook, Stephen Roller +6 more
2020North American Chapter of the Association for Computational Linguistics77 citations Open access
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HRN: A Holistic Approach to One Class Learning
Wenpeng Hu, Meng-Yu Wang, Qi Qin, Jin-Wen Ma +1 more
2020Neural Information Processing Systems73 citations
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Feature Projection for Improved Text Classification
Qi Qin, Wenpeng Hu, Bing Liu
2020Annual Meeting of the Association for Computational Linguistics71 citations Open access
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CLASSIC: Continual and Contrastive Learning of Aspect Sentiment Classification Tasks
Zi-Xuan Ke, Bing Liu, Hu Xu, Lei Shu
2021Conference on Empirical Methods in Natural Language Processing69 citations Open access
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Continual Learning by Using Information of Each Class Holistically
Wenpeng Hu, Qi Qin, Meng-Yu Wang, Jin-Wen Ma +1 more
2021AAAI Conference on Artificial Intelligence68 citations Open access
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Many Facets of Sentiment Analysis
Bing Liu
201768 citations
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Learning on the Job: Online Lifelong and Continual Learning
Bing Liu
2020AAAI Conference on Artificial Intelligence58 citations Open access
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DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis
Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2020Findings57 citations Open access
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Predictive Adversarial Learning from Positive and Unlabeled Data
Wenpeng Hu, Ran Le, Bing Liu, Feng Ji +3 more
2021AAAI Conference on Artificial Intelligence56 citations Open access
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Understanding Pre-trained BERT for Aspect-based Sentiment Analysis
Hu Xu, Lei Shu, Philip S. Yu, Bing Liu
2020International Conference on Computational Linguistics56 citations Open access
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Lifelong and Continual Learning Dialogue Systems: Learning during Conversation
S. Mazumder, Bing Liu
2021AAAI Conference on Artificial Intelligence55 citations Open access
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BNS: Building Network Structures Dynamically for Continual Learning
Qi Qin, Wen-Rui Hu, Han Peng, Dongyan Zhao +1 more
2021Neural Information Processing Systems55 citations
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Computational Intelligence for Affective Computing and Sentiment Analysis [Guest Editorial]
E. Cambria, Soujanya Poria, A. Hussain, Bing Liu
2019IEEE Computational Intelligence Magazine53 citations Open access
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Sentiment Classification by Leveraging the Shared Knowledge from a Sequence of Domains
Guangyi Lv, Shuai Wang, Bing Liu, En-Hong Chen +1 more
2019International Conference on Database Systems for Advanced Applications44 citations
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Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification
Nianzu Ma, S. Mazumder, Hao Wang, Bing Liu
2020Annual Meeting of the Association for Computational Linguistics43 citations Open access
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Continual Learning with Knowledge Transfer for Sentiment Classification
Zi-Xuan Ke, Bing Liu, Hao Wang, Lei Shu
2021ECML/PKDD38 citations Open access
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Aspect-based Question Generation
Wenpeng Hu, Bing Liu, Jin-Wen Ma, Dongyan Zhao +1 more
2018International Conference on Learning Representations33 citations
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Lifelong Learning Memory Networks for Aspect Sentiment Classification
Shuai Wang, Guangyi Lv, S. Mazumder, Ge-Li Fei +1 more
20182018 IEEE International Conference on Big Data (Big Data)31 citations
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Lifelong and Interactive Learning of Factual Knowledge in Dialogues
S. Mazumder, Bing Liu, Shuai Wang, Nianzu Ma
2019SIGDIAL Conferences29 citations Open access
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Learning with Noisy Labels for Sentence-level Sentiment Classification
Hao Wang, Bing Liu, Chao-Zhuo Li, Yan Yang +1 more
2019Conference on Empirical Methods in Natural Language Processing28 citations Open access
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Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association
Yasheng Wang, Yang Zhang, Bing Liu
2017Conference on Empirical Methods in Natural Language Processing26 citations Open access
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Zero-Shot Aspect-Based Sentiment Analysis
Lei Shu, Hu Xu, Bing Liu, Jiahua Chen
2022arXiv.org21 citations
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Flexibly-Structured Model for Task-Oriented Dialogues
Lei Shu, Piero Molino, Mahdi Namazifar, Hu Xu +3 more
2019SIGDIAL Conferences19 citations Open access
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Review Conversational Reading Comprehension
Hu Xu, Bing Liu, Lei Shu, Philip S. Yu
2019arXiv.org18 citations
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Forward and Backward Knowledge Transfer for Sentiment Classification
Hao Wang, Bing Liu, Shuai Wang, Nianzu Ma +1 more
2019Asian Conference on Machine Learning18 citations
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Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models
Tian-Xing He, Jun Liu, Kyunghyun Cho, Myle Ott +3 more
201916 citations
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Lifelong Knowledge Learning in Rule-based Dialogue Systems
Bing Liu, C. Mei
2020arXiv.org15 citations
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Controlled CNN-based Sequence Labeling for Aspect Extraction
Lei Shu, Hu Xu, Bing Liu
2019arXiv.org15 citations
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AGTR: Adversarial Generation of Target Review for Rating Prediction
Huilin Yu, T. Qian, Yile Liang, Bing Liu
2020Data Science and Engineering14 citations Open access
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Controllable Text Generation with Focused Variation
Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gokhan Tur +4 more
2020Findings13 citations Open access
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Zero-Shot Open Set Detection by Extending CLIP
Sepideh Esmaeilpour, Bing Liu, Eric Robertson, Lei Shu
2021arXiv.org12 citations
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