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Huang, Minlie

  1. GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
    2025/08/08 by GLM-4. 5 Team, Team, : +357 · 21 voices · 131 citations
    Computer Science · #Cognitive Computing and Networks #Distributed and Parallel Computing Systems #Rough Sets and Fuzzy Logic #cs.CL
  2. ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools
    2024/06/18 by GLM, Team, :, Zeng, Aohan +56 · 216 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. AgentBench: Evaluating LLMs as Agents
    2023/08/07 by Xiao Liu, Liu, Xiao, Hao Yu +41 · 137 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  4. Language Models Learn to Mislead Humans via RLHF
    2024/09/19 by Jiaxin Wen, Ruiqi Zhong, Wen, Jiaxin +15 · 8 voices · 19 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling
  5. Large Language Models Are Not Robust Multiple Choice Selectors
    2023/09/07 by Chujie Zheng, Hao Zhou, Zheng, Chujie +7 · 1 voice · 65 citations
    #cs.CL
  6. Towards Emotional Support Dialog Systems
    2021/06/02 by Siyang Liu, Liu, Siyang, Chujie Zheng +13 · 33 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Sentiment Analysis and Opinion Mining #Topic Modeling
  7. Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy
    2023/05/24 by Shao, Zhihong, Gong, Yeyun, Shen, Yelong +3 · 45 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving
    2023/09/29 by Zhibin Gou, Gou, Zhibin, Shao, Zhihong +12 · 45 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences #Topic Modeling
  9. GLM-4.5V and GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
    2025/07/01 by V Team, Hong, Wenyi, Yu, Wenmeng +85 · 169 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Agent-SafetyBench: Evaluating the Safety of LLM Agents
    2024/12/19 by Zhexin Zhang, Zhang, Zhexin, Shiyao Cui +11 · 2 voices · 46 citations
    Computer Science · Engineering · #Safety Systems Engineering in Autonomy #cs.CL
  11. SafetyBench: Evaluating the Safety of Large Language Models
    2023/09/13 by Zhexin Zhang, Zhang, Zhexin, Leqi Lei +16 · 30 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  12. PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support
    2021/06/03 by Hao Sun, Sun, Hao, Zhenru Lin +7 · 16 citations
    Psychology · Computer Science · #Mental Health via Writing #Digital Mental Health Interventions #Topic Modeling
  13. Benchmarking Complex Instruction-Following with Multiple Constraints Composition
    2024/07/04 by Bosi Wen, Pei Ke, Wen, Bosi +25 · 32 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning
  14. Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
    2023/11/07 by Jiale Cheng, Cheng, Jiale, Xiao Liu +13 · 24 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  15. VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
    2024/12/30 by Jiazheng Xu, Xu, Jiazheng, Yu Huang +39 · 41 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  16. Defending Large Language Models Against Jailbreaking Attacks Through Goal Prioritization
    2023/11/15 by Zhexin Zhang, Junxiao Yang, Zhang, Zhexin +6 · 23 citations
    Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
  17. On Prompt-Driven Safeguarding for Large Language Models
    2024/01/31 by Chujie Zheng, Zheng, Chujie, Fan Yin +13 · 24 citations
    Computer Science · Engineering · #Advancements in Photolithography Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
  18. Pre-Trained Models: Past, Present and Future
    2021/06/14 by Han, Xu, Zhang, Zhengyan, Ding, Ning +21 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Personalized Dialogue Generation with Diversified Traits
    2019/01/28 by Yinhe Zheng, Guanyi Chen, Zheng, Yinhe +7 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  20. Instruction Pre-Training: Language Models are Supervised Multitask Learners
    2024/06/20 by Daixuan Cheng, Cheng, Daixuan, Yuxian Gu +9 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  21. Robustness Verification for Transformers
    2020/02/16 by Zhouxing Shi, Huan Zhang, Shi, Zhouxing +7 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  22. Recent Advances and Challenges in Task-oriented Dialog System
    2020/03/17 by Zhang, Zheng, Takanobu, Ryuichi, Zhu, Qi +2 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. COLD: A Benchmark for Chinese Offensive Language Detection
    2022/01/16 by Jiawen Deng, Deng, Jiawen, Jingyan Zhou +9 · 8 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  24. Safety Assessment of Chinese Large Language Models
    2023/04/20 by Sun, Hao, Zhang, Zhexin, Deng, Jiawen +2 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. ChID: A Large-scale Chinese IDiom Dataset for Cloze Test
    2019/06/04 by Chujie Zheng, Zheng, Chujie, Minlie Huang +3 · 6 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  26. OpenMEVA: A Benchmark for Evaluating Open-ended Story Generation Metrics
    2021/05/19 by Guan, Jian, Zhang, Zhexin, Feng, Zhuoer +5 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. PPT: Pre-trained Prompt Tuning for Few-shot Learning
    2021/09/09 by Yuxian Gu, Gu, Yuxian, Xu Han +5 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. EmoBench: Evaluating the Emotional Intelligence of Large Language Models
    2024/02/19 by Sahand Sabour, Sabour, Sahand, Siyang Liu +17 · 11 citations
    Computer Science · #Topic Modeling #Machine Learning in Healthcare
  29. Rethinking and Refining the Distinct Metric
    2022/02/28 by Liu, Siyang, Sabour, Sahand, Zheng, Yinhe +3 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  30. Challenges in Building Intelligent Open-domain Dialog Systems
    2019/05/13 by Huang, Minlie, Zhu, Xiaoyan, Gao, Jianfeng · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. ToMBench: Benchmarking Theory of Mind in Large Language Models
    2024/02/23 by Zhuang Chen, Jincenzi Wu, Chen, Zhuang +19 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  32. CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation
    2023/11/30 by Ke, Pei, Wen, Bosi, Feng, Zhuoer +9 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. Unveiling the Implicit Toxicity in Large Language Models
    2023/11/29 by Jiaxin Wen, Wen, Jiaxin, Pei Ke +11 · 9 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation
    2022/02/26 by Chujie Zheng, Zheng, Chujie, Sahand Sabour +5 · 6 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Speech and dialogue systems #Topic Modeling
  35. UNION: An Unreferenced Metric for Evaluating Open-ended Story Generation
    2020/09/16 by Jian Guan, Minlie Huang, Guan, Jian +1 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  36. Emotional Chatting Machine: Emotional Conversation Generation with Internal and External Memory
    2017/04/04 by Zhou, Hao, Huang, Minlie, Zhang, Tianyang +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Data Selection via Optimal Control for Language Models
    2024/10/09 by Yuxian Gu, Gu, Yuxian, Li Dong +11 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  38. ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings
    2024/02/25 by Hao Wang, Wang, Hao, Hao Li +5 · 9 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  39. On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark
    2021/10/16 by Hao Sun, Guangxuan Xu, Sun, Hao +15 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Text Readability and Simplification #Topic Modeling
  40. Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models
    2023/02/01 by Shao, Zhihong, Gong, Yeyun, Shen, Yelong +3 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data
    2019/11/12 by Yinhe Zheng, Rongsheng Zhang, Zheng, Yinhe +5 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  42. CPM: A Large-scale Generative Chinese Pre-trained Language Model
    2020/12/01 by Zhengyan Zhang, Xu Han, Zhang, Zhengyan +47 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  43. A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation
    2020/01/15 by Guan, Jian, Huang, Fei, Zhao, Zhihao +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  44. Language Models Hallucinate, but May Excel at Fact Verification
    2023/10/23 by Jian Guan, Guan, Jian, Jesse Dodge +7 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  45. MiniLLM: Knowledge Distillation of Large Language Models
    2023/06/14 by Gu, Yuxian, Dong, Li, Wei, Furu +1 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  46. AlignBench: Benchmarking Chinese Alignment of Large Language Models
    2023/11/30 by Liu, Xiao, Lei, Xuanyu, Wang, Shengyuan +15 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  47. LegalAgentBench: Evaluating LLM Agents in Legal Domain
    2024/12/23 by Haitao Li, Li, Haitao, Junjie Chen +22 · 12 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Law, AI, and Intellectual Property
  48. ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
    2022/11/30 by Qi Zhu, Christian Geishauser, Zhu, Qi +23 · 6 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
  49. CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark
    2021/12/27 by Yuan Yao, Yao, Yuan, Qingxiu Dong +67 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  50. Perception of Knowledge Boundary for Large Language Models through Semi-open-ended Question Answering
    2024/05/23 by Zhihua Wen, Wen, Zhihua, Zhiliang Tian +13 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  51. A Corpus for Understanding and Generating Moral Stories
    2022/04/20 by Jian Guan, Ziqi Liu, Guan, Jian +3 · 4 citations
    Computer Science · Psychology · #Topic Modeling #Humor Studies and Applications #Sentiment Analysis and Opinion Mining
  52. Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning
    2023/06/06 by Chujie Zheng, Zheng, Chujie, Pei Ke +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  53. Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning
    2024/09/19 by Wen, Jiaxin, Guan, Jian, Wang, Hongning +2 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  54. Chatbots for Mental Health Support: Exploring the Impact of Emohaa on Reducing Mental Distress in China
    2022/09/21 by Sahand Sabour, Sabour, Sahand, Wen Zhang +13 · 4 citations
    Psychology · #Digital Mental Health Interventions #Mental Health via Writing #Mental Health Research Topics
  55. ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
    2024/02/26 by Zhang, Zhexin, Lu, Yida, Ma, Jingyuan +8 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  56. Directed Acyclic Transformer for Non-Autoregressive Machine Translation
    2022/05/16 by Fei Huang, Huang, Fei, Hao Zhou +7 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Natural Language Processing Techniques #Topic Modeling #Machine Learning in Bioinformatics
  57. PAL: Persona-Augmented Emotional Support Conversation Generation
    2022/12/19 by Cheng, Jiale, Sabour, Sahand, Sun, Hao +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  58. Linguistically Regularized LSTMs for Sentiment Classification
    2016/11/12 by Qian Qiao, Minlie Huang, Qian, Qiao +3 · 4 citations
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Text and Document Classification Technologies
  59. VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
    2025/03/26 by Cheng, Jiale, Lyu, Ruiliang, Gu, Xiaotao +9 · 11 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  60. Continual Learning for Natural Language Generation in Task-oriented Dialog Systems
    2020/10/02 by Mi, Fei, Chen, Liangwei, Zhao, Mengjie +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  61. Understanding the Dark Side of LLMs' Intrinsic Self-Correction
    2024/12/19 by Qingjie Zhang, Zhang, Qingjie, Di Wang +13 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Library Science and Information Systems #Open Education and E-Learning
  62. JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
    2021/06/19 by Ke, Pei, Ji, Haozhe, Ran, Yu +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  63. COKE: A Cognitive Knowledge Graph for Machine Theory of Mind
    2023/05/09 by Wu, Jincenzi, Chen, Zhuang, Deng, Jiawen +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  64. AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback
    2024/02/02 by Jian Guan, Wei Wu, Guan, Jian +9 · 5 citations
    Business, Management and Accounting · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences
  65. Pre-Training to Learn in Context
    2023/05/16 by Gu, Yuxian, Dong, Li, Wei, Furu +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  66. CPM-2: Large-scale Cost-effective Pre-trained Language Models
    2021/06/20 by Zhengyan Zhang, Zhang, Zhengyan, Yuxian Gu +35 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  67. On the Learning of Non-Autoregressive Transformers
    2022/06/13 by Fei Huang, Tianhua Tao, Huang, Fei +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  68. An Interpretable Reasoning Network for Multi-Relation Question Answering
    2018/01/15 by Mantong Zhou, Zhou, Mantong, Minlie Huang +3 · 2 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Multimodal Machine Learning Applications
  69. The Singapore Consensus on Global AI Safety Research Priorities
    2025/06/25 by Yoshua Bengio, Tegan Maharaj, Bengio, Yoshua +171 · 2 voices · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #cs.AI #cs.CY
  70. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
    2020/12/30 by Yujia Qin, Qin, Yujia, Yankai Lin +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  71. MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions
    2022/12/21 by Sun, Hao, Zhang, Zhexin, Mi, Fei +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  72. ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
    2020/02/12 by Zhu, Qi, Zhang, Zheng, Fang, Yan +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  73. CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue Dataset
    2020/02/27 by Zhu, Qi, Huang, Kaili, Zhang, Zheng +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  74. Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation
    2020/05/15 by Ryuichi Takanobu, Qi Zhu, Takanobu, Ryuichi +9 · 2 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
  75. A Large-Scale Chinese Short-Text Conversation Dataset
    2020/08/10 by Yida Wang, Wang, Yida, Pei Ke +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  76. Uncertainty in Natural Language Processing: Sources, Quantification, and Applications
    2023/06/05 by Mengting Hu, Zhen Zhang, Hu, Mengting +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  77. MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotation
    2020/10/12 by Han, Ting, Liu, Ximing, Takanobu, Ryuichi +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  78. Facilitating Multi-turn Emotional Support Conversation with Positive Emotion Elicitation: A Reinforcement Learning Approach
    2023/07/16 by Jinfeng Zhou, Zhou, Jinfeng, Zhuang Chen +5 · 3 citations
    Psychology · #Mental Health via Writing #Stuttering Research and Treatment #Digital Mental Health Interventions
  79. SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
    2024/12/16 by Jiale Cheng, Xiao Liu, Cheng, Jiale +17 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Intelligent Tutoring Systems and Adaptive Learning
  80. From One Point to A Manifold: Knowledge Graph Embedding For Precise Link Prediction
    2015/12/15 by Han Xiao, Minlie Huang, Xiao, Han +3 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  81. LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation
    2021/08/30 by Jian Guan, Zhuoer Feng, Guan, Jian +11 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  82. Human Decision-making is Susceptible to AI-driven Manipulation
    2025/02/11 by Sabour, Sahand, Liu, June M., Liu, Siyang +13 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  83. CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI
    2022/05/29 by Chen, Yirong, Fan, Weiquan, Xing, Xiaofen +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimedia (cs.MM)
  84. Acceleration of Federated Learning with Alleviated Forgetting in Local Training
    2022/03/05 by Xu, Chencheng, Hong, Zhiwei, Huang, Minlie +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  85. CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation
    2022/08/18 by Jinfeng Zhou, Chujie Zheng, Zhou, Jinfeng +7 · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  86. How Well Do Large Language Models Serve as End-to-End Secure Code Agents for Python?
    2024/08/20 by Jianian Gong, Gong, Jianian, Nachuan Duan +9 · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #D.2 #FOS: Computer and information sciences #Software Engineering (cs.SE)
  87. How Should We Enhance the Safety of Large Reasoning Models: An Empirical Study
    2025/05/21 by Zhang, Zhexin, Loye, Xian Qi, Huang, Victor Shea-Jay +8 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  88. Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training
    2025/02/17 by Fenghua Weng, Weng, Fenghua, Jian Lou +7 · 5 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  89. MiniPLM: Knowledge Distillation for Pre-Training Language Models
    2024/10/22 by Gu, Yuxian, Zhou, Hao, Meng, Fandong +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  90. Deep Conversational Recommender in Travel
    2019/06/25 by Lizi Liao, Ryuichi Takanobu, Liao, Lizi +9 · 4 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  91. TransA: An Adaptive Approach for Knowledge Graph Embedding
    2015/09/18 by Xiao, Han, Huang, Minlie, Hao, Yu +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  92. ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback
    2024/04/01 by Hou, Zhenyu, Niu, Yilin, Du, Zhengxiao +8 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  93. Ethicist: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation
    2023/07/10 by Zhexin Zhang, Jiaxin Wen, Zhang, Zhexin +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  94. LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
    2024/08/28 by Gui, Jiayi, Liu, Yiming, Cheng, Jiale +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  95. DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering
    2023/07/13 by Ke, Pei, Huang, Fei, Mi, Fei +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  96. A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues
    2018/12/01 by Shi, Zhouxing, Huang, Minlie · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  97. DELMAN: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing
    2025/02/17 by Yi Wang, Wang, Yi, Fenghua Weng +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Privacy-Preserving Technologies in Data
  98. Memory-augmented Dialogue Management for Task-oriented Dialogue Systems
    2018/05/01 by Zhang, Zheng, Huang, Minlie, Zhao, Zhongzhou +3 · 1 citation
    #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  99. Story Ending Generation with Incremental Encoding and Commonsense Knowledge
    2018/08/30 by Jian Guan, Yansen Wang, Guan, Jian +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  100. A Hierarchical Framework for Relation Extraction with Reinforcement Learning
    2018/11/09 by Takanobu, Ryuichi, Zhang, Tianyang, Liu, Jiexi +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  101. Learning to Collaborate: Multi-Scenario Ranking via Multi-Agent Reinforcement Learning
    2018/09/17 by Feng, Jun, Li, Heng, Huang, Minlie +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  102. Towards Exception Safety Code Generation with Intermediate Representation Agents Framework
    2024/10/09 by Xuanming Zhang, Zhang, Xuanming, Yuxuan Chen +5 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Web Application Security Vulnerabilities
  103. AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement
    2025/02/24 by Zhang, Zhexin, Lei, Leqi, Yang, Junxiao +13 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  104. ConvLab: Multi-Domain End-to-End Dialog System Platform
    2019/04/18 by Lee, Sungjin, Zhu, Qi, Takanobu, Ryuichi +8 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  105. Does RLHF Scale? Exploring the Impacts From Data, Model, and Method
    2024/12/08 by Hou, Zhenyu, Du, Pengfan, Niu, Yilin +7 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  106. Guided Dialog Policy Learning: Reward Estimation for Multi-Domain\n Task-Oriented Dialog
    2019/08/28 by Ryuichi Takanobu, Hanlin Zhu, Takanobu, Ryuichi +3 · 1 citation
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
  107. Long and Diverse Text Generation with Planning-based Hierarchical Variational Model
    2019/08/19 by Shao, Zhihong, Huang, Minlie, Wen, Jiangtao +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  108. Model Extrapolation Expedites Alignment
    2024/04/25 by Chujie Zheng, Zheng, Chujie, Ziqi Wang +7 · 2 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geophysics and Gravity Measurements #Machine Learning (cs.LG) #Numerical Methods and Algorithms #Reservoir Engineering and Simulation Methods
  109. Robust Reading Comprehension with Linguistic Constraints via Posterior Regularization
    2019/11/16 by Zhou, Mantong, Huang, Minlie, Zhu, Xiaoyan · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  110. Out-of-domain Detection for Natural Language Understanding in Dialog Systems
    2019/09/09 by Yinhe Zheng, Guanyi Chen, Zheng, Yinhe +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  111. FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data
    2020/07/29 by Yuexiang Xie, Zhen Wang, Xie, Yuexiang +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  112. Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition
    2020/04/08 by Takanobu, Ryuichi, Liang, Runze, Huang, Minlie · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  113. KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation
    2020/04/08 by Zhou, Hao, Zheng, Chujie, Huang, Kaili +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  114. Robustness Testing of Language Understanding in Task-Oriented Dialog
    2020/12/30 by Liu, Jiexi, Takanobu, Ryuichi, Wen, Jiaxin +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  115. Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness
    2020/04/21 by Zhang, Zheng, Liao, Lizi, Zhu, Xiaoyan +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  116. Stylized Dialogue Response Generation Using Stylized Unpaired Texts
    2020/09/27 by Zheng, Yinhe, Chen, Zikai, Zhang, Rongsheng +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  117. Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data
    2020/09/20 by Zhang, Rongsheng, Zheng, Yinhe, Shao, Jianzhi +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  118. CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation
    2020/10/20 by Wenchang Ma, Ma, Wenchang, Ryuichi Takanobu +3 · 1 citation
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Multimodal Machine Learning Applications
  119. CharacterGLM: Customizing Chinese Conversational AI Characters with Large Language Models
    2023/11/28 by Zhou, Jinfeng, Chen, Zhuang, Wan, Dazhen +14 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  120. Stylized Story Generation with Style-Guided Planning
    2021/05/18 by Xiangzhe Kong, Jialiang Huang, Kong, Xiangzhe +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  121. Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence
    2021/05/19 by Guan, Jian, Mao, Xiaoxi, Fan, Changjie +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  122. Diversifying Dialog Generation via Adaptive Label Smoothing
    2021/05/30 by Wang, Yida, Zheng, Yinhe, Jiang, Yong +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  123. Transferable Persona-Grounded Dialogues via Grounded Minimal Edits
    2021/09/16 by Chen Wu, Yinhe Zheng, Wu, Chen Henry +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Persona Design and Applications #Topic Modeling
  124. CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation
    2022/04/02 by Pei Ke, Ke, Pei, Hao Zhou +11 · 1 citation
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  125. Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization
    2022/10/17 by Yuxian Gu, Pei Ke, Gu, Yuxian +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  126. Generating Coherent Narratives by Learning Dynamic and Discrete Entity States with a Contrastive Framework
    2022/08/08 by Guan, Jian, Yang, Zhenyu, Zhang, Rongsheng +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  127. HPSS: Heuristic Prompting Strategy Search for LLM Evaluators
    2025/02/18 by Bosi Wen, Pei Ke, Wen, Bosi +15 · 3 citations
    Business, Management and Accounting · Decision Sciences · #Big Data and Business Intelligence #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Scientific Computing and Data Management
  128. MAGI: Multi-Agent Guided Interview for Psychiatric Assessment
    2025/04/25 by Guanqun Bi, Bi, Guanqun, Zhuang Chen +18 · 4 citations
    Psychology · Computer Science · #Mental Health via Writing #Machine Learning in Healthcare #Digital Mental Health Interventions
  129. Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation
    2022/12/04 by Zhang, Zhexin, Cheng, Jiale, Sun, Hao +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  130. Uncertainty-Aware Unlikelihood Learning Improves Generative Aspect Sentiment Quad Prediction
    2023/06/01 by Hu, Mengting, Bai, Yinhao, Wu, Yike +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  131. Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation
    2023/07/04 by Guan, Jian, Huang, Minlie · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  132. ShieldVLM: Safeguarding the Multimodal Implicit Toxicity via Deliberative Reasoning with LVLMs
    2025/05/20 by Shiyao Cui, Cui, Shiyao, Qinglin Zhang +14 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Natural Language Processing Techniques
  133. LongSafety: Evaluating Long-Context Safety of Large Language Models
    2025/02/24 by Lu, Yida, Cheng, Jiale, Zhang, Zhexin +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  134. SS-GEN: A Social Story Generation Framework with Large Language Models
    2024/06/22 by Yi Feng, Feng, Yi, Mingyang Song +8 · 1 citation
    Health Professions · #Computation and Language (cs.CL) #Digital Storytelling and Education #FOS: Computer and information sciences
  135. SocialEval: Evaluating Social Intelligence of Large Language Models
    2025/06/01 by Zhou, Jinfeng, Chen, Yuxuan, Shi, Yihan +13 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  136. Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues
    2025/04/24 by Zhou, Jinfeng, Chen, Yuxuan, Yin, Jianing +9 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  137. Guiding not Forcing: Enhancing the Transferability of Jailbreaking Attacks on LLMs via Removing Superfluous Constraints
    2025/02/25 by Yang, Junxiao, Zhang, Zhexin, Cui, Shiyao +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  138. MAPS: Advancing Multi-Modal Reasoning in Expert-Level Physical Science
    2025/01/18 by Erle Zhu, Yadi Liu, Zhu, Erle +13 · 2 citations
    Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Scientific Computing and Data Management
  139. Enhanced Large Language Models for Effective Screening of Depression and Anxiety
    2025/01/15 by Liu, June M., Gao, Mengxia, Sabour, Sahand +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  140. AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
    2024/06/24 by Jiale Cheng, Cheng, Jiale, Yida Lu +15 · 1 citation
    Computer Science · #Topic Modeling
  141. From Theft to Bomb-Making: The Ripple Effect of Unlearning in Defending Against Jailbreak Attacks
    2024/07/03 by Zhang, Zhexin, Yang, Junxiao, Lu, Yida +5 · 1 citation
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  142. Learning Task Decomposition to Assist Humans in Competitive Programming
    2024/06/07 by Jiaxin Wen, Ruiqi Zhong, Wen, Jiaxin +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Reinforcement Learning in Robotics
  143. Glyph: Scaling Context Windows via Visual-Text Compression
    2025/10/20 by Cheng, Jiale, Liu, Yusen, Zhang, Xinyu +11 · 5 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  144. BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs
    2025/05/18 by Junxiao Yang, Jiyuan Tu, Yang, Junxiao +20 · 2 citations
    Computer Science · Decision Sciences · #Natural Language Processing Techniques #Topic Modeling #Data Quality and Management
  145. BlackDAN: A Black-Box Multi-Objective Approach for Effective and Contextual Jailbreaking of Large Language Models
    2024/10/13 by Xinyuan Wang, Victor Shea-Jay Huang, Wang, Xinyuan +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  146. Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
    2024/07/09 by Gong, Zhuocheng, Lv, Ang, Guan, Jian +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  147. Seeker: Towards Exception Safety Code Generation with Intermediate Language Agents Framework
    2024/12/16 by Xuanming Zhang, Yuxuan Chen, Zhang, Xuanming +9 · 1 citation
    Engineering · Computer Science · #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
  148. JPS: Jailbreak Multimodal Large Language Models with Collaborative Visual Perturbation and Textual Steering
    2025/08/07 by Chen, Renmiao, Cui, Shiyao, Huang, Xuancheng +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #I.2.7 #K.4.1 #K.6.5 #Multimedia (cs.MM)