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Yanghua Xiao

  1. TravelPlanner: A Benchmark for Real-World Planning with Language Agents
    2024/02/02 by Jian Xie, Xie, Jian, Kai Zhang +13 · 80 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  2. From Persona to Personalization: A Survey on Role-Playing Language Agents
    2024/04/28 by Jiangjie Chen, Chen, Jiangjie, Xintao Wang +33 · 46 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Persona Design and Applications #Speech and dialogue systems
  3. Can Large Language Models Understand Real-World Complex Instructions?
    2023/09/17 by Qianyu He, Jie Zeng, He, Qianyu +31 · 14 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  4. Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
    2025/02/27 by Qianxi He, Qianyu He, He, Qianxi +11 · 3 voices
    #cs.CL #cs.AI
  5. Reward Shaping to Mitigate Reward Hacking in RLHF
    2025/02/26 by Jiayi Fu, Xuandong Zhao, Fu, Jiayi +9 · 23 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Topic Modeling #Reinforcement Learning in Robotics
  6. Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?
    2024/04/18 by Rui Xu, Xu, Rui, Xintao Wang +15 · 11 citations
    Computer Science · #Persona Design and Applications
  7. A Review on Graph Neural Network Methods in Financial Applications
    2021/11/27 by Jianian Wang, Wang, Jianian, Sheng Zhang +5 · 6 citations
    Computer Science · #Advanced Graph Neural Networks
  8. TravelAgent: An AI Assistant for Personalized Travel Planning
    2024/09/12 by Aili Chen, Chen, Aili, Xijin Ge +7 · 11 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Semantic Web and Ontologies #Transportation and Mobility Innovations
  9. WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types
    2022/04/13 by Xuwu Wang, Wang, Xuwu, Junfeng Tian +13 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models
    2024/07/04 by Yuyan Chen, Chen, Yuyan, Qiang Fu +15 · 7 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Seismology and Earthquake Studies #Topic Modeling
  11. How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?
    2024/04/04 by Siye Wu, Jian Xie, Wu, Siye +9 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  12. Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals
    2024/06/16 by Lida Chen, Chen, Lida, Zujie Liang +17 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  13. Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge
    2023/05/10 by Jiangjie Chen, Chen, Jiangjie, Wei Shi +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  14. Distilling Script Knowledge from Large Language Models for Constrained Language Planning
    2023/05/09 by Siyu Yuan, Jiangjie Chen, Yuan, Siyu +13 · 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
  15. Small Language Model Can Self-correct
    2024/01/14 by Haixia Han, Han, Haixia, Jiaqing Liang +7 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  16. From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
    2024/04/24 by Qianyu He, Jie Zeng, He, Qianyu +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
  17. Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
    2024/07/01 by Sirui Xia, Xintao Wang, Xia, Sirui +13 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  18. Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
    2024/06/27 by Yiting Ran, Ran, Yiting, Xintao Wang +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  19. Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience
    2024/04/16 by Haixia Han, Han, Haixia, Tingyun Li +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  20. AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation
    2024/04/19 by Wenhao Huang, Huang, Wenhao, Gu, Zhouhong +12 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Web Data Mining and Analysis
  21. Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
    2024/06/30 by Yifei Zhang, Zhang, Yifei, Xintao Wang +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
  22. Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
    2025/02/24 by Jie Zeng, Zeng, Jie, Qianyu He +11 · 4 citations
    Mathematics · Social Sciences · #Artificial Intelligence (cs.AI) #Cognitive and developmental aspects of mathematical skills #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Mathematics Education and Teaching Techniques
  23. Relation Aware Semi-autoregressive Semantic Parsing for NL2SQL
    2021/08/02 by Junyang Huang, Huang, Junyang, Yongbo Wang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  24. Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation
    2023/06/09 by Zhouhong Gu, Gu, Zhouhong, Xiaoxuan Zhu +30 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  25. DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling
    2025/02/16 by Aili Chen, Chen, Aili, Chengyu Du +15 · 2 citations
    Computer Science · Social Sciences · #Persona Design and Applications #Technology Use by Older Adults #Innovative Human-Technology Interaction
  26. Language Models as Knowledge Embeddings
    2022/06/25 by Xintao Wang, Wang, Xintao, Qianyu He +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  27. Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models
    2024/08/20 by Yuyan Chen, Chen, Yuyan, Chenwei Wu +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques
  28. Converge to the Truth: Factual Error Correction via Iterative Constrained Editing
    2022/11/22 by Jiangjie Chen, Rui Xu, Chen, Jiangjie +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  29. Recent Advancement of Emotion Cognition in Large Language Models
    2024/09/20 by Yuyan Chen, Chen, Yuyan, Yanghua Xiao +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  30. Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
    2025/01/09 by Jie Zeng, Ren, Qingyu, Qianyu He +11 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  31. ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
    2023/05/10 by Siyu Yuan, Jiangjie Chen, Yuan, Siyu +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  32. AdaptiveLog: An Adaptive Log Analysis Framework with the Collaboration of Large and Small Language Model
    2025/01/19 by Lipeng Ma, Weidong Yang, Ma, Lipeng +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Topic Modeling
  33. DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?
    2024/06/18 by Zhouhong Gu, Lin Zhang, Gu, Zhouhong +19 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  34. A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics
    2023/12/04 by Xiangru Zhu, Zhu, Xiangru, Penglei Sun +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  35. AgentGroupChat: An Interactive Group Chat Simulacra For Better Eliciting Emergent Behavior
    2024/03/20 by Zhouhong Gu, Gu, Zhouhong, Xiao-xuan Zhu +23 · 1 citation
    Computer Science · Decision Sciences · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Digital Mental Health Interventions #FOS: Computer and information sciences #ICT in Developing Communities #Technology Adoption and User Behaviour
  36. SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation
    2024/05/26 by Ziqin Luo, Haixia Han, Luo, Ziqin +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  37. Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models
    2024/07/04 by Yuyan Chen, Chen, Yuyan, Qiang Fu +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  38. MCiteBench: A Multimodal Benchmark for Generating Text with Citations
    2025/03/04 by Caiyu Hu, Yikai Zhang, Hu, Caiyu +7 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  39. Can Pre-trained Language Models Understand Chinese Humor?
    2024/07/04 by Yuyan Chen, Chen, Yuyan, Zhixu Li +9 · 1 citation
    Psychology · #Humor Studies and Applications #Language, Metaphor, and Cognition
  40. Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
    2024/09/23 by Yuyan Chen, Yu Tang, Chen, Yuyan +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  41. INSEva: A Comprehensive Chinese Benchmark for Large Language Models in Insurance
    2025/08/27 by Shisong Chen, Qian Zhu, Chen, Shisong +31 · 1 citation
    Economics, Econometrics and Finance · #Insurance and Financial Risk Management
  42. From Isolated Tasks to Structured Capabilities: A Multilayer Taxonomy for Large Language Models
    2026/07/24 by Shixin Fang, Jiachen Wo, Wenjuan Qin +2
    #cs.CL #cs.AI