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Deng, Yang

  1. Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration
    2023/05/23 by Yang Deng, Lizi Liao, Deng, Yang +7 · 18 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #AI in Service Interactions
  2. Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
    2024/06/09 by Li, Hao, Yang, Chenghao, Zhang, An +3 · 21 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. Aspect Sentiment Quad Prediction as Paraphrase Generation
    2021/10/02 by Wenxuan Zhang, Yang Deng, Zhang, Wenxuan +9 · 11 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  4. A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects
    2023/05/04 by Yang Deng, Deng, Yang, Wenqiang Lei +5 · 14 citations
    Computer Science · #Speech and dialogue systems #AI in Service Interactions #Topic Modeling
  5. Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
    2023/11/01 by Yang Deng, Deng, Yang, Wenxuan Zhang +7 · 15 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems
  6. Attack Prompt Generation for Red Teaming and Defending Large Language Models
    2023/10/19 by Deng, Boyi, Wang, Wenjie, Feng, Fuli +3 · 12 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. WatME: Towards Lossless Watermarking Through Lexical Redundancy
    2023/11/16 by Chen, Liang, Bian, Yatao, Deng, Yang +4 · 11 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. CTSpine1K: A Large-Scale Dataset for Spinal Vertebrae Segmentation in Computed Tomography
    2021/05/31 by Yang Deng, Deng, Yang, Ce Wang +27 · 1 voice · 6 citations
    Dentistry · Engineering · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Dental Radiography and Imaging #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Imaging and Analysis #Spinal Fractures and Fixation Techniques #electronic engineering #information engineering
  9. A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges
    2022/03/02 by Zhang, Wenxuan, Li, Xin, Deng, Yang +2 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Neural-adjoint method for the inverse design of all-dielectric metasurfaces
    2020/12/09 by Deng, Yang, Ren, Simiao, Fan, Kebin +2 · 6 citations
    #Applied Physics (physics.app-ph) #FOS: Physical sciences #Optics (physics.optics)
  11. The Oscars of AI Theater: A Survey on Role-Playing with Language Models
    2024/07/16 by Nuo Chen, Yan Wang, Chen, Nuo +5 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  12. Ask-before-Plan: Proactive Language Agents for Real-World Planning
    2024/06/18 by Xuan Zhang, Zhang, Xuan, Yang Deng +7 · 12 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Semantic Web and Ontologies #Speech and dialogue systems
  13. Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations
    2024/02/23 by Deng, Yang, Zhao, Yong, Li, Moxin +2 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs
    2023/05/19 by Hongru Wang, Rui Wang, Wang, Hongru +11 · 6 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health via Writing #Topic Modeling
  15. PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance
    2022/10/17 by Deng, Yang, Lei, Wenqiang, Zhang, Wenxuan +2 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Building Emotional Support Chatbots in the Era of LLMs
    2023/08/17 by Zhonghua Zheng, Zheng, Zhonghua, Lizi Liao +5 · 6 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health via Writing
  17. Knowledge Boundary of Large Language Models: A Survey
    2024/12/17 by Li, Moxin, Zhao, Yong, Zhang, Wenxuan +5 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Towards Human-centered Proactive Conversational Agents
    2024/04/19 by Yang Deng, Deng, Yang, Lizi Liao +7 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Speech and dialogue systems
  19. On the Multi-turn Instruction Following for Conversational Web Agents
    2024/02/23 by Yang Deng, Xuan Zhang, Deng, Yang +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation
  20. A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers
    2023/06/03 by Xiaoyan Zhao, Zhao, Xiaoyan, Yang Deng +15 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  21. Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators
    2023/10/11 by Chen, Liang, Deng, Yang, Bian, Yatao +4 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems
    2024/01/24 by Hongru Wang, Wang, Hongru, Wenyu Huang +15 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  23. Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning
    2021/05/20 by Yang Deng, Yaliang Li, Deng, Yang +7 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  24. Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations
    2023/05/17 by Yang Deng, Wenxuan Zhang, Deng, Yang +5 · 4 citations
    Psychology · Computer Science · #Mental Health via Writing #Topic Modeling #Speech and dialogue systems
  25. Seeing Through Pixel Motion: Learning Obstacle Avoidance from Optical Flow with One Camera
    2024/11/07 by Yu Hen Hu, Hu, Yu, Yuang Zhang +15 · 6 citations
    Engineering · Psychology · #Air Traffic Management and Optimization #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Robotics (cs.RO)
  26. Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
    2024/09/22 by Qin, Peixin, Huang, Chen, Deng, Yang +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation
    2024/03/11 by Zhang, Tong, Huang, Chen, Deng, Yang +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Exploiting Reasoning Chains for Multi-hop Science Question Answering
    2021/09/07 by Xu, Weiwen, Deng, Yang, Zhang, Huihui +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization
    2023/05/22 by Chen, Liang, Wang, Hongru, Deng, Yang +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems
    2022/02/07 by Yang Deng, Wenxuan Zhang, Deng, Yang +7 · 2 citations
    Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
  31. CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
    2024/05/20 by Zhang, Tong, Qin, Peixin, Deng, Yang +6 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Inverse deep learning methods and benchmarks for artificial electromagnetic material design
    2021/12/19 by Simiao Ren, Ashwin M. Mahendra, Ren, Simiao +9 · 2 citations
    Earth and Planetary Sciences · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Underwater Acoustics Research
  33. A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems
    2022/04/14 by Yang Deng, Wenxuan Zhang, Deng, Yang +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  34. Learning Electromagnetic Metamaterial Physics With ChatGPT
    2024/04/23 by Darui Lu, Yang Deng, Lu, Darui +5 · 3 citations
    Computer Science · Materials Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Optics (physics.optics)
  35. EvoWiki: Evaluating LLMs on Evolving Knowledge
    2024/12/18 by Wei Tang, Tang, Wei, Yang Deng +18 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  36. From Personas to Talks: Revisiting the Impact of Personas on LLM-Synthesized Emotional Support Conversations
    2025/02/17 by Shengguang Wu, Wu, Shenghan, Zhu, Yimo +4 · 5 citations
    Computer Science · Social Sciences · #Persona Design and Applications #Information Systems Theories and Implementation #Technology Use by Older Adults
  37. RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
    2025/05/20 by Jiaang Li, Li, Jiaang, Yifei Yuan +19 · 1 voice · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
  38. Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering
    2018/12/06 by Deng, Yang, Xie, Yuexiang, Li, Yaliang +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering
    2019/11/22 by Deng, Yang, Lam, Wai, Xie, Yuexiang +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors
    2024/04/04 by Huang, Chen, Qin, Peixin, Deng, Yang +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models
    2025/02/25 by Lin, Hongzhan, Deng, Yang, Gu, Yuxuan +4 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
    2025/04/04 by Ao, Tu, Yu, Yanhua, Wang, Yuling +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation
    2021/08/30 by Yuexiang Xie, Fei Sun, Xie, Yuexiang +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  44. MaskMol: Knowledge-guided Molecular Image Pre-Training Framework for Activity Cliffs
    2024/09/02 by Cheng, Zhixiang, Xiang, Hongxin, Ma, Pengsen +9 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling
    2021/12/27 by Yang Deng, Yaliang Li, Deng, Yang +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  46. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender
    2025/04/13 by Weixiang Zhao, Jiahe Guo, Zhao, Weixiang +19 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences
  47. Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
    2025/03/07 by Weixiang Zhao, Xingyu Sui, Zhao, Weixiang +19 · 3 citations
    Psychology · #Digital Mental Health Interventions #Mental Health via Writing
  48. Universal Segmentation of 33 Anatomies
    2022/03/04 by Liu, Pengbo, Deng, Yang, Wang, Ce +12 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  49. Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities
    2025/03/23 by Zhao, Weixiang, Sui, Xingyu, Guo, Jiahe +9 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction
    2022/10/17 by Weiwen Xu, Xu, Weiwen, Yang Deng +9 · 1 citation
    Social Sciences · Economics, Econometrics and Finance · Computer Science · #Artificial Intelligence in Law #Law, Economics, and Judicial Systems #Law, AI, and Intellectual Property
  51. MPO: Multilingual Safety Alignment via Reward Gap Optimization
    2025/05/22 by Zhao, Weixiang, Hu, Yulin, Deng, Yang +8 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  52. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
    2025/02/28 by Zhao, Weixiang, Hu, Yulin, Deng, Yang +8 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  53. Mapless Collision-Free Flight via MPC using Dual KD-Trees in Cluttered Environments
    2025/03/13 by Zhang, Linzuo, Yu Hu, Yang Deng +5 · 2 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization #Space Satellite Systems and Control
  54. PEARL: Towards Permutation-Resilient LLMs
    2025/02/20 by Liang Chen, Li Shen, Chen, Liang +8 · 3 citations
    Social Sciences · Computer Science · #Access Control and Trust #Digital Rights Management and Security
  55. Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
    2025/04/09 by Xiaoyan Zhao, Zhao, Xiaoyan, Yang Deng +13 · 3 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Recommender Systems and Techniques #Topic Modeling
  56. Towards Goal-oriented Intelligent Tutoring Systems in Online Education
    2023/12/03 by Yang Deng, Deng, Yang, Zifeng Ren +5 · 1 citation
    Computer Science · Psychology · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Educational Games and Gamification
  57. Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems
    2024/05/03 by Chuang Li, Yang Deng, Li, Chuang +7 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
  58. Consecutive Batch Model Editing with HooK Layers
    2024/03/08 by Li, Shuaiyi, Deng, Yang, Cai, Deng +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  59. Towards Comprehensive Post Safety Alignment of Large Language Models via Safety Patching
    2024/05/22 by Weixiang Zhao, Yulin Hu, Zhao, Weixiang +14 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  60. Co-Matching: Towards Human-Machine Collaborative Legal Case Matching
    2024/05/16 by Chen Huang, Xinwei Yang, Huang, Chen +9 · 1 citation
    Business, Management and Accounting · Social Sciences · #Artificial Intelligence in Law #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR)
  61. Query Understanding in LLM-based Conversational Information Seeking
    2025/04/08 by Yuan, Yifei, Abbasiantaeb, Zahra, Deng, Yang +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  62. Lens: Rethinking Multilingual Enhancement for Large Language Models
    2024/10/06 by Zhao, Weixiang, Hu, Yulin, Guo, Jiahe +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  63. When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
    2025/05/21 by Wenjie Zhao, Zhao, Weixiang, Jiahe Guo +21 · 2 citations
    Computer Science · #Law, AI, and Intellectual Property
  64. Do Retrieval Augmented Language Models Know When They Don't Know?
    2025/09/01 by Youchao Zhou, Heyan Huang, Zhou, Youchao +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  65. MPLinker: Multi-template Prompt-tuning with Adversarial Training for Issue-commit Link Recovery
    2025/01/31 by Wang, Bangchao, Deng, Yang, Luo, Ruiqi +2 · 2 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  66. Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement
    2025/06/18 by Zhao, Weixiang, Guo, Jiahe, Deng, Yang +7 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  67. STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents
    2024/05/20 by Yue Chen, Chen Huang, Chen, Yue +11 · 1 citation
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Speech and dialogue systems
  68. Enabling Time-series Foundation Model for Building Energy Forecasting via Contrastive Curriculum Learning
    2024/12/23 by Rui Liang, Yang Deng, Liang, Rui +7 · 1 citation
    Energy · #Energy Efficiency and Management