Lin Gui

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 129

Top Venues

Publications

Han Zhang, Yu Lei, Lin Gui, Min Yang, Yulan He, Hui Wang, Ruifeng Xu
CPPO: Continual Learning for Reinforcement Learning with Human Feedback. ICLR (2024)
Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models. CoRR (2024)
Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
Addressing Order Sensitivity of In-Context Demonstration Examples in Causal Language Models. ACL (Findings) (2024)
Han Zhang, Lin Gui, Yu Lei, Yuanzhao Zhai, Yehong Zhang, Yulan He, Hui Wang, Yue Yu, Kam-Fai Wong, Bin Liang, Ruifeng Xu
COPR: Continual Human Preference Learning via Optimal Policy Regularization. CoRR (2024)
Xinyu Wang, Hainiu Xu, Lin Gui, Yulan He
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond. ACL (Findings) (2024)
Ang Li, Jingqian Zhao, Bin Liang, Lin Gui, Hui Wang, Xi Zeng, Kam-Fai Wong, Ruifeng Xu
Mitigating Biases of Large Language Models in Stance Detection with Calibration. CoRR (2024)
Qinglin Zhu, Runcong Zhao, Jinhua Du, Lin Gui, Yulan He
PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games. CoRR (2024)
Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric P. Xing, Yulan He, Kun Zhang
Counterfactual Generation with Identifiability Guarantees. CoRR (2024)
Xinyu Wang, Hainiu Xu, Lin Gui, Yulan He
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond. CoRR (2024)
Italo Luis da Silva, Hanqi Yan, Lin Gui, Yulan He
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems. CoRR (2024)
Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning. ACL (1) (2024)
Hanqi Yan, Yanzheng Xiang, Guangyi Chen, Yifei Wang, Lin Gui, Yulan He
Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective. CoRR (2024)
Bin Liang, Ang Li, Jingqian Zhao, Lin Gui, Min Yang, Yue Yu, Kam-Fai Wong, Ruifeng Xu
Multi-modal Stance Detection: New Datasets and Model. ACL (Findings) (2024)
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives. CoRR (2024)
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives. ACL (Findings) (2024)
Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He
Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning. CoRR (2024)
Wenjia Zhang, Lin Gui, Rob Procter, Yulan He
Multi-Layer Ranking with Large Language Models for News Source Recommendation. CoRR (2024)
Hanqi Yan, Lin Gui, Menghan Wang, Kun Zhang, Yulan He
Explainable Recommender With Geometric Information Bottleneck. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
NarrativePlay: Interactive Narrative Understanding. EACL (Demonstrations) (2024)
Bin Liang, Ang Li, Jingqian Zhao, Lin Gui, Min Yang, Yue Yu, Kam-Fai Wong, Ruifeng Xu
Multi-modal Stance Detection: New Datasets and Model. CoRR (2024)
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
NarrativePlay: An Automated System for Crafting Visual Worlds in Novels for Role-Playing. AAAI (2024)
Wenjia Zhang, Lin Gui, Rob Procter, Yulan He
Multi-Layer Ranking with Large Language Models for News Source Recommendation. SIGIR (2024)
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
PANACEA: An Automated Misinformation Detection System on COVID-19. EACL (System Demonstrations) (2023)
Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding. EMNLP (Findings) (2023)
Khalid Ayedh Alharthi, Arshad Jhumka, Sheng Di, Lin Gui, Franck Cappello, Simon McIntosh-Smith
Time Machine: Generative Real-Time Model for Failure (and Lead Time) Prediction in HPC Systems. DSN (2023)
Hongjing Li, Hanqi Yan, Yanran Li, Li Qian, Yulan He, Lin Gui
Distinguishability Calibration to In-Context Learning. EACL (Findings) (2023)
Jiazheng Li, Zhaoyue Sun, Bin Liang, Lin Gui, Yulan He
CUE: An Uncertainty Interpretation Framework for Text Classifiers Built on Pre-Trained Language Models. UAI (2023)
Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews. Trans. Assoc. Comput. Linguistics 11 (2023)
Xinyu Wang, Lin Gui, Yulan He
A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports. EMNLP (2023)
Bin Liang, Xiang Li, Lin Gui, Yonghao Fu, Yulan He, Min Yang, Ruifeng Xu
Few-shot Aspect Category Sentiment Analysis via Meta-learning. ACM Trans. Inf. Syst. 41 (1) (2023)
Dell Zhang, Murat Sensoy, Masoud Makrehchi, Bilyana Taneva-Popova, Lin Gui, Yulan He
Uncertainty Quantification for Text Classification. SIGIR (2023)
Runcong Zhao, Wenjia Zhang, Jiazheng Li, Lixing Zhu, Yanran Li, Yulan He, Lin Gui
NarrativePlay: Interactive Narrative Understanding. CoRR (2023)
Hanqi Yan, Lin Gui, Menghan Wang, Kun Zhang, Yulan He
Explainable Recommender with Geometric Information Bottleneck. CoRR (2023)
Junru Lu, Gabriele Pergola, Lin Gui, Yulan He
Event Knowledge Incorporation with Posterior Regularization for Event-Centric Question Answering. CoRR (2023)
Bin Liang, Rongdi Yin, Jiachen Du, Lin Gui, Yulan He, Min Yang, Ruifeng Xu
Embedding Refinement Framework for Targeted Aspect-Based Sentiment Analysis. IEEE Trans. Affect. Comput. 14 (1) (2023)
Jiazheng Li, Runcong Zhao, Yulan He, Lin Gui
OverPrompt: Enhancing ChatGPT Capabilities through an Efficient In-Context Learning Approach. CoRR (2023)
Xinyu Wang, Lin Gui, Yulan He
A Scalable Framework for Table of Contents Extraction from Complex ESG Annual Reports. CoRR (2023)
Xinyu Wang, Lin Gui, Yulan He
Document-Level Multi-Event Extraction with Event Proxy Nodes and Hausdorff Distance Minimization. ACL (1) (2023)
Geng Tu, Bin Liang, Xiucheng Lyu, Lin Gui, Ruifeng Xu
Do Topic and Causal Consistency Affect Emotion Cognition? A Graph Interactive Network for Conversational Emotion Detection. ECAI (2023)
Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
The Mystery and Fascination of LLMs: A Comprehensive Survey on the Interpretation and Analysis of Emergent Abilities. CoRR (2023)
Zhiyuan Wen, Rui Wang, Xuan Luo, Qianlong Wang, Bin Liang, Jiachen Du, Xiaoqi Yu, Lin Gui, Ruifeng Xu
Multi-perspective contrastive learning framework guided by sememe knowledge and label information for sarcasm detection. Int. J. Mach. Learn. Cybern. 14 (12) (2023)
Runcong Zhao, Lin Gui, Hanqi Yan, Yulan He
Tracking Brand-Associated Polarity-Bearing Topics in User Reviews. CoRR (2023)
Hanqi Yan, Lingjing Kong, Lin Gui, Yuejie Chi, Eric P. Xing, Yulan He, Kun Zhang
Counterfactual Generation with Identifiability Guarantees. NeurIPS (2023)
Runcong Zhao, Lin Gui, Yulan He
Cone: Unsupervised Contrastive Opinion Extraction. CoRR (2023)
Wenjia Zhang, Lin Gui, Rob Procter, Yulan He
NewsQuote: A Dataset Built on Quote Extraction and Attribution for Expert Recommendation in Fact-Checking. CoRR (2023)
Jiazheng Li, Lin Gui, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
Distilling ChatGPT for Explainable Automated Student Answer Assessment. EMNLP (Findings) (2023)
Runcong Zhao, Lin Gui, Yulan He
Cone: Unsupervised Contrastive Opinion Extraction. SIGIR (2023)
Hongjing Li, Hanqi Yan, Yanran Li, Li Qian, Yulan He, Lin Gui
Distinguishability Calibration to In-Context Learning. CoRR (2023)
Runcong Zhao, Miguel Arana-Catania, Lixing Zhu, Elena Kochkina, Lin Gui, Arkaitz Zubiaga, Rob Procter, Maria Liakata, Yulan He
PANACEA: An Automated Misinformation Detection System on COVID-19. CoRR (2023)
Han Zhang, Lin Gui, Yuanzhao Zhai, Hui Wang, Yu Lei, Ruifeng Xu
COPF: Continual Learning Human Preference through Optimal Policy Fitting. CoRR (2023)
Lixing Zhu, Runcong Zhao, Lin Gui, Yulan He
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding. CoRR (2023)
Bin Liang, Hang Su, Lin Gui, Erik Cambria, Ruifeng Xu
Aspect-based sentiment analysis via affective knowledge enhanced graph convolutional networks. Knowl. Based Syst. 235 (2022)
Hanqi Yan, Lin Gui, Yulan He
Hierarchical Interpretation of Neural Text Classification. Comput. Linguistics 48 (4) (2022)
Hanqi Yan, Lin Gui, Wenjie Li, Yulan He
Addressing token uniformity in transformers via singular value transformation. UAI (2022)
Lin Gui, Jia Leng, Jiyun Zhou, Ruifeng Xu, Yulan He
Multi Task Mutual Learning for Joint Sentiment Classification and Topic Detection. IEEE Trans. Knowl. Data Eng. 34 (4) (2022)
Zhiyuan Wen, Lin Gui, Qianlong Wang, Mingyue Guo, Xiaoqi Yu, Jiachen Du, Ruifeng Xu
Sememe knowledge and auxiliary information enhanced approach for sarcasm detection. Inf. Process. Manag. 59 (3) (2022)
Bin Liang, Qinglin Zhu, Xiang Li, Min Yang, Lin Gui, Yulan He, Ruifeng Xu
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection. ACL (1) (2022)
Hanqi Yan, Lin Gui, Yulan He
Hierarchical Interpretation of Neural Text Classification. CoRR (2022)
Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation. EMNLP (Findings) (2022)
Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He
Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation. CoRR (2022)
Bin Liang, Chenwei Lou, Xiang Li, Min Yang, Lin Gui, Yulan He, Wenjie Pei, Ruifeng Xu
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network. ACL (1) (2022)
Bin Liang, Zixiao Chen, Lin Gui, Yulan He, Min Yang, Ruifeng Xu
Zero-Shot Stance Detection via Contrastive Learning. WWW (2022)
Hanqi Yan, Lin Gui, Wenjie Li, Yulan He
Addressing Token Uniformity in Transformers via Singular Value Transformation. CoRR (2022)
Runcong Zhao, Lin Gui, Gabriele Pergola, Yulan He
Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews. EACL (2021)
Gabriele Pergola, Lin Gui, Yulan He
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews. NAACL-HLT (2021)
Chenwei Lou, Bin Liang, Lin Gui, Yulan He, Yixue Dang, Ruifeng Xu
Affective Dependency Graph for Sarcasm Detection. SIGIR (2021)
Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. EACL (2021)
Wenjia Zhang, Lin Gui, Yulan He
Supervised Contrastive Learning for Multimodal Unreliable News Detection in COVID-19 Pandemic. CIKM (2021)
Gabriele Pergola, Elena Kochkina, Lin Gui, Maria Liakata, Yulan He
Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies. CoRR (2021)
Bin Liang, Yonghao Fu, Lin Gui, Min Yang, Jiachen Du, Yulan He, Ruifeng Xu
Target-adaptive Graph for Cross-target Stance Detection. WWW (2021)
Bin Liang, Hang Su, Rongdi Yin, Lin Gui, Min Yang, Qin Zhao, Xiaoqi Yu, Ruifeng Xu
Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge. EMNLP (1) (2021)
Bin Liang, Chenwei Lou, Xiang Li, Lin Gui, Min Yang, Ruifeng Xu
Multi-Modal Sarcasm Detection with Interactive In-Modal and Cross-Modal Graphs. ACM Multimedia (2021)
Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He
Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction. ACL/IJCNLP (1) (2021)
Hanqi Yan, Lin Gui, Gabriele Pergola, Yulan He
Position Bias Mitigation: A Knowledge-Aware Graph Model for Emotion Cause Extraction. CoRR (2021)
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. CoRR (2021)
Lin Gui, Yulan He
Understanding patient reviews with minimum supervision. Artif. Intell. Medicine 120 (2021)
Runcong Zhao, Lin Gui, Gabriele Pergola, Yulan He
Adversarial Learning of Poisson Factorisation Model for Gauging Brand Sentiment in User Reviews. CoRR (2021)
Wenjia Zhang, Lin Gui, Yulan He
Supervised Contrastive Learning for Multimodal Unreliable News Detection in COVID-19 Pandemic. CoRR (2021)
Chuang Fan, Chaofa Yuan, Lin Gui, Yue Zhang, Ruifeng Xu
Multi-Task Sequence Tagging for Emotion-Cause Pair Extraction Via Tag Distribution Refinement. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Bin Liang, Wangda Luo, Xiang Li, Lin Gui, Min Yang, Xiaoqi Yu, Ruifeng Xu
Enhancing Aspect-Based Sentiment Analysis with Supervised Contrastive Learning. CIKM (2021)
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, Yulan He
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection. ACL/IJCNLP (1) (2021)
Ruifeng Xu, Zhiyuan Wen, Lin Gui, Qin Lu, Binyang Li, Xizhao Wang
Ensemble with estimation: seeking for optimization in class noisy data. Int. J. Mach. Learn. Cybern. 11 (2) (2020)
Jiyun Zhou, Qin Lu, Ruifeng Xu, Lin Gui, Hongpeng Wang
Prediction of TF-Binding Site by Inclusion of Higher Order Position Dependencies. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (4) (2020)
Bin Liang, Rongdi Yin, Lin Gui, Jiachen Du, Yulan He, Ruifeng Xu
Aspect-invariant Sentiment Features Learning: Adversarial Multi-task Learning for Aspect-based Sentiment Analysis. CIKM (2020)
Chuang Fan, Chaofa Yuan, Jiachen Du, Lin Gui, Min Yang, Ruifeng Xu
Transition-based Directed Graph Construction for Emotion-Cause Pair Extraction. ACL (2020)
Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering. CoRR (2020)
Jiyun Zhou, Qin Lu, Ruifeng Xu, Lin Gui, Hongpeng Wang
EL_LSTM: Prediction of DNA-Binding Residue from Protein Sequence by Combining Long Short-Term Memory and Ensemble Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (1) (2020)
Gabriele Pergola, Lin Gui, Yulan He
A Disentangled Adversarial Neural Topic Model for Separating Opinions from Plots in User Reviews. CoRR (2020)
Jiachen Du, Lin Gui, Ruifeng Xu, Yunqing Xia, Xuan Wang, Erik Cambria
Commonsense Knowledge Enhanced Memory Network for Stance Classification. IEEE Intell. Syst. 35 (4) (2020)
Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He
CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering. COLING (2020)
Bin Liang, Rongdi Yin, Lin Gui, Jiachen Du, Ruifeng Xu
Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis. COLING (2020)
Lin Gui, Jia Leng, Gabriele Pergola, Yu Zhou, Ruifeng Xu, Yulan He
Neural Topic Model with Reinforcement Learning. EMNLP/IJCNLP (1) (2019)
Gabriele Pergola, Lin Gui, Yulan He
TDAM: A topic-dependent attention model for sentiment analysis. Inf. Process. Manag. 56 (6) (2019)
Jiachen Du, Lin Gui, Yulan He, Ruifeng Xu, Xuan Wang
Convolution-Based Neural Attention With Applications to Sentiment Classification. IEEE Access 7 (2019)
Ruifeng Xu, Jiachen Du, Zhishan Zhao, Yulan He, Qinghong Gao, Lin Gui
Inferring user profiles in social media by joint modeling of text and networks. Sci. China Inf. Sci. 62 (11) (2019)
Chuang Fan, Hongyu Yan, Jiachen Du, Lin Gui, Lidong Bing, Min Yang, Ruifeng Xu, Ruibin Mao
A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis. EMNLP/IJCNLP (1) (2019)
Jiyun Zhou, Qin Lu, Lin Gui, Ruifeng Xu, Yunfei Long, Hongpeng Wang
MTTFsite: cross-cell type TF binding site prediction by using multi-task learning. Bioinform. 35 (24) (2019)
Gabriele Pergola, Lin Gui, Yulan He
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis. CoRR (2019)
Chuang Fan, Qinghong Gao, Jiachen Du, Lin Gui, Ruifeng Xu, Kam-Fai Wong
Convolution-based Memory Network for Aspect-based Sentiment Analysis. SIGIR (2018)
Lin Gui, Ruifeng Xu, Qin Lu, Jiachen Du, Yu Zhou
Negative transfer detection in transductive transfer learning. Int. J. Mach. Learn. Cybern. 9 (2) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lin Gui