Yang Deng

1. Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration
   2023/05/23 by Yang Deng, Deng, Yang, Lizi Liao +7 · 18 citations
   Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #AI in Service Interactions
2. 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
3. A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects
   2023/05/04 by Yang Deng, Wenqiang Lei, Deng, Yang +5 · 14 citations
   Computer Science · #Speech and dialogue systems #AI in Service Interactions #Topic Modeling
4. 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
5. 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
6. The Oscars of AI Theater: A Survey on Role-Playing with Language Models
   2024/07/16 by Nuo Chen, Chen, Nuo, Yan Wang +5 · 12 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
7. 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
8. Building Emotional Support Chatbots in the Era of LLMs
   2023/08/17 by Zhonghua Zheng, Lizi Liao, Zheng, Zhonghua +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
9. 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
10. On the Multi-turn Instruction Following for Conversational Web Agents
    2024/02/23 by Yang Deng, Deng, Yang, Xuan Zhang +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
11. 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
12. 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
13. 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
14. 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
15. A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges
    2023/11/01 by Wenxuan Zhang, Xin Li, Yang Deng +2 · 4 citations
16. 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)
17. User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems
    2022/02/07 by Yang Deng, Deng, Yang, Wenxuan Zhang +7 · 2 citations
    Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
18. Inverse deep learning methods and benchmarks for artificial electromagnetic material design
    2021/12/19 by Simiao Ren, Ren, Simiao, Ashwin M. Mahendra +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
19. A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems
    2022/04/14 by Yang Deng, Deng, Yang, Wenxuan Zhang +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
20. Learning Electromagnetic Metamaterial Physics With ChatGPT
    2024/04/23 by Darui Lu, Lu, Darui, Yang Deng +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)
21. EvoWiki: Evaluating LLMs on Evolving Knowledge
    2024/12/18 by Wei Tang, Tang, Wei, Cao, Yixin +18 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
22. 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
23. 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
24. Proactive Conversational AI: A Comprehensive Survey of Advancements and Opportunities
    2025/01/24 by Yang Deng, Lizi Liao, Wenqiang Lei +4 · 4 citations
    Computer Science · #AI in Service Interactions #Speech and dialogue systems #Topic Modeling
25. Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation
    2021/08/30 by Yuexiang Xie, Xie, Yuexiang, Fei Sun +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
26. 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
27. 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
28. 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
29. PEARL: Towards Permutation-Resilient LLMs
    2025/02/20 by Liang Chen, Li Shen, Chen, Liang +8 · 4 citations
    Social Sciences · Computer Science · #Access Control and Trust #Digital Rights Management and Security
30. 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
31. Mapless Collision-Free Flight via MPC using Dual KD-Trees in Cluttered Environments
    2025/03/13 by Yu Hu, Zhang, Linzuo, 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
32. 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
33. Towards Goal-oriented Intelligent Tutoring Systems in Online Education
    2023/12/03 by Yang Deng, Zifeng Ren, Deng, Yang +5 · 1 citation
    Computer Science · Psychology · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Educational Games and Gamification
34. 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
35. Towards Comprehensive Post Safety Alignment of Large Language Models via Safety Patching
    2024/05/22 by Weixiang Zhao, Zhao, Weixiang, Yulin Hu +14 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
36. 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)
37. PRC2 regulates cytokinin and HD-ZIP III pathways to orchestrate vascular tissue pattern formation in Arabidopsis
    2025/08/08 by Yufei Zhang, Runzhou Huang, Tingting Yang +7 · 1 voice · 1 citation
    Agricultural and Biological Sciences · #Plant Molecular Biology Research #Plant nutrient uptake and metabolism #Polysaccharides and Plant Cell Walls
38. 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
39. Do Retrieval Augmented Language Models Know When They Don't Know?
    2025/09/01 by Youchao Zhou, Zhou, Youchao, Heyan Huang +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
40. 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
41. 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