Jia-Chen Gu

Most-cited papers

Corrective Retrieval Augmented Generation
Shi-Qi Yan, Jia-Chen Gu, Yun Zhu, Zhen-Hua Ling
2024arXiv.org342 citations
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A Comprehensive Study of Knowledge Editing for Large Language Models
Ningyu Zhang, Yunzhi Yao, Bo Tian, Peng Wang +18 more
2024arXiv.org189 citations
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Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots
Jia-Chen Gu, Tianda Li, Quan Liu, Zhenhua Ling +3 more
2020International Conference on Information and Knowledge Management178 citations Open access
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Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
Jia-Chen Gu, Hao-Yang Xu, Jun-Yu Ma, Pan Lu +3 more
2024Conference on Empirical Methods in Natural Language Processing141 citations Open access
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MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding
Jia-Chen Gu, Chongyang Tao, Zhenhua Ling, Can Xu +2 more
2021Annual Meeting of the Association for Computational Linguistics78 citations Open access
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Leveraging Large Language Models for NLG Evaluation: A Survey
Zhen Li, Xiaohan Xu, Tao Shen, Can Xu +2 more
2024arXiv.org58 citations
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Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots
Jia-Chen Gu, Zhenhua Ling, Xiao-Dan Zhu, Quan Liu
2019Conference on Empirical Methods in Natural Language Processing55 citations Open access
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MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
Wenbo Hu, Jia-Chen Gu, Zi-Yi Dou, Mohsen Fayyaz +3 more
2024International Conference on Learning Representations54 citations
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Who Says What to Whom: A Survey of Multi-Party Conversations
Jia-Chen Gu, Chongyang Tao, Zhenhua Ling
2022International Joint Conference on Artificial Intelligence52 citations Open access
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Leveraging Large Language Models for NLG Evaluation: Advances and Challenges
Zhen Li, Xiaohan Xu, Tao Shen, Can Xu +4 more
2024Conference on Empirical Methods in Natural Language Processing50 citations Open access
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Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
Jia-Chen Gu, Zhen-Hua Ling, Quan Liu
2019International Conference on Information and Knowledge Management47 citations Open access
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Evaluating the Reversal Curse in Model Editing
Hao-Yang Xu, Jun-Yu Ma, Zhen-Hua Ling, Quan Liu +2 more
2023Trans. Mach. Learn. Res.45 citations
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Utterance-to-Utterance Interactive Matching Network for Multi-Turn Response Selection in Retrieval-Based Chatbots
Jia-Chen Gu, Zhenhua Ling, QUAN LIU
2019IEEE/ACM Transactions on Audio Speech and Language Processing44 citations Open access
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HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations
Jia-Chen Gu, Chao-Hong Tan, Chongyang Tao, Zhen-Hua Ling +3 more
2022Annual Meeting of the Association for Computational Linguistics42 citations Open access
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Perturbation-Restrained Sequential Model Editing
Junjie Ma, Hong Wang, Hao-Yang Xu, Zhen-Hua Ling +1 more
2024International Conference on Learning Representations41 citations
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Accelerating Inference of Retrieval-Augmented Generation via Sparse Context Selection
Yun Zhu, Jia-Chen Gu, Caitlin Sikora, H. Ko +7 more
2024International Conference on Learning Representations40 citations
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End-to-End Transition-Based Online Dialogue Disentanglement
Hui Liu, Zhan Shi, Jia-Chen Gu, Quan Liu +2 more
2020International Joint Conference on Artificial Intelligence37 citations Open access
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DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement
Tianda Li, Jia-Chen Gu, Xiao-Dan Zhu, Quan Liu +3 more
2020arXiv.org35 citations
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Partner Matters! An Empirical Study on Fusing Personas for Personalized Response Selection in Retrieval-Based Chatbots
Jia-Chen Gu, Hui Liu, Zhenhua Ling, QUAN LIU +2 more
2021Annual International ACM SIGIR Conference on Research and Development in Information Retrieval31 citations Open access
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Can Editing LLMs Inject Harm?
Canyu Chen, Baixiang Huang, Ze-Kun Li, Zhaorun Chen +11 more
2024AAAI Conference on Artificial Intelligence29 citations
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LongMemEval-V2: Evaluating Long-Term Agent Memory Toward Experienced Colleagues
Di Wu, Zi-Xiang Ji, Asmi Kawatkar, Bryan Kwan +3 more
2026arXiv.org28 citations
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Model Editing Can Hurt General Abilities of Large Language Models
Jia-Chen Gu, Hao-Yang Xu, Jun-Yu Ma, Pan Lu +3 more
2024arXiv.org26 citations
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Is ChatGPT a Good Multi-Party Conversation Solver?
Chao-Hong Tan, Jia-Chen Gu, Zhen-Hua Ling
2023Conference on Empirical Methods in Natural Language Processing26 citations
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Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots
Jia-Chen Gu, Zhenhua Ling, QUAN LIU, Zhi-Gang Chen +1 more
2020Findings24 citations Open access
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TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge
Chao-Hong Tan, Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling +4 more
2022Findings23 citations Open access
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Detecting Speaker Personas from Conversational Texts
Jia-Chen Gu, Zhen-Hua Ling, Yu Wu, Quan Liu +2 more
2021Conference on Empirical Methods in Natural Language Processing21 citations Open access
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Fine-Tuning BERT for Schema-Guided Zero-Shot Dialogue State Tracking
Yu-Ping Ruan, Zhenhua Ling, Jia-Chen Gu, QUAN LIU
2020arXiv.org20 citations
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CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
Yunzhi Yao, Jizhan Fang, Jia-Chen Gu, Ningyu Zhang +3 more
2025Conference on Empirical Methods in Natural Language Processing14 citations
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GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding
Jia-Chen Gu, Zhen-Hua Ling, QUAN LIU, Cong Liu +1 more
2023Annual Meeting of the Association for Computational Linguistics14 citations Open access
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Wider & Closer: Mixture of Short-channel Distillers for Zero-shot Cross-lingual Named Entity Recognition
Jun-Yu Ma, Beiduo Chen, Jia-Chen Gu, Zhen-Hua Ling +4 more
2022Conference on Empirical Methods in Natural Language Processing13 citations Open access
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LLM-REVal: Can We Trust LLM Reviewers Yet?
Rui Li, Jia-Chen Gu, Po-Nien Kung, He-Ming Xia +4 more
2025arXiv.org12 citations
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Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
Di Wu, Jia-Chen Gu, Kai-Wei Chang, Nan-Yun Peng
2025arXiv.org12 citations
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UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Language Models
Xiaojie Gu, Ziying Huang, Jia-Chen Gu, Kai Zhang
2025Trans. Mach. Learn. Res.11 citations
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Neighboring Perturbations of Knowledge Editing on Large Language Models
Jun-Yu Ma, Jia-Chen Gu, Ningyu Zhang, Zhen-Hua Ling
2024International Conference on Machine Learning11 citations
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Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems
Jia-Chen Gu, Tianda Li, QUAN LIU, Xiao-Dan Zhu +2 more
2020arXiv.org11 citations
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MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization
HangChen HangChen, Chao-Han Huck Yang, Jia-Chen Gu, Sabato Marco Siniscalchi +1 more
2025Annual Meeting of the Association for Computational Linguistics10 citations Open access
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Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation
Di Wu, Jia-Chen Gu, Fan Yin, Nan-Yun Peng +1 more
2024Conference on Empirical Methods in Natural Language Processing10 citations
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MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation
Jia-Chen Gu, Chao-Hong Tan, Caiyuan Chu, Zhen-Hua Ling +4 more
2023Conference on Empirical Methods in Natural Language Processing10 citations Open access
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Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue Systems
Chao-Hong Tan, Xiaoyu Yang, Zi'ou Zheng, Tianda Li +6 more
2020arXiv.org10 citations
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Deep Contextualized Utterance Representations for Response Selection and Dialogue Analysis
Jia-Chen Gu, Tianda Li, Zhenhua Ling, Quan Liu +3 more
2021IEEE/ACM Transactions on Audio Speech and Language Processing9 citations
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BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression
Yuankai Li, Jia-Chen Gu, Di Wu, Kai-Wei Chang +1 more
2024North American Chapter of the Association for Computational Linguistics8 citations
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Multiscale Matching Driven by Cross-Modal Similarity Consistency for Audio-Text Retrieval
Qian Wang, Jia-Chen Gu, Zhen-Hua Ling
2024IEEE International Conference on Acoustics, Speech, and Signal Processing7 citations Open access
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USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER
Jun-Yu Ma, Jia-Chen Gu, Jiajun Qi, Zhen-Hua Ling +2 more
2023International Workshop on Semantic Evaluation7 citations Open access
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A Study on Improving End-to-End Neural Coreference Resolution
Jia-Chen Gu, Zhenhua Ling, N. Indurkhya
2018China National Conference on Chinese Computational Linguistics7 citations
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Building Sequential Inference Models for End-to-End Response Selection
Jia-Chen Gu, Zhenhua Ling, Yu-Ping Ruan, QUAN LIU
2018arXiv.org6 citations
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UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Large Language Models
Xiaojie Gu, Guangxu Chen, Jun-Gang Li, Jia-Chen Gu +2 more
2025arXiv.org5 citations
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Symbolization, Prompt, and Classification: A Framework for Implicit Speaker Identification in Novels
Yue Chen, Tianwei He, Hongbin Zhou, Jia-Chen Gu +2 more
2023Conference on Empirical Methods in Natural Language Processing5 citations Open access
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Conversation- and Tree-Structure Losses for Dialogue Disentanglement
Tianda Li, Jia-Chen Gu, Zhen-Hua Ling, QUAN LIU
2022Workshop on Document-grounded Dialogue and Conversational Question Answering5 citations Open access
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Generating diverse conversation responses by creating and ranking multiple candidates
Yu-Ping Ruan, Zhenhua Ling, Xiao-Dan Zhu, QUAN LIU +1 more
2020Computer Speech and Language5 citations
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Constraining Sequential Model Editing with Editing Anchor Compression
Hao-Yang Xu, Jun-Yu Ma, Zhen-Hua Ling, Ningyu Zhang +1 more
2025North American Chapter of the Association for Computational Linguistics4 citations
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