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Han, Xianpei

  1. DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
    2025/02/03 by Xinyan Guan, Jiali Zeng, Guan, Xinyan +15 · 9 voices · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  2. ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
    2024/03/06 by Xin Men, Mingyu Xu, Men, Xin +13 · 61 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  3. ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
    2023/06/08 by Qiaoyu Tang, Ziliang Deng, Tang, Qiaoyu +9 · 45 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  4. Benchmarking Large Language Models in Retrieval-Augmented Generation
    2023/09/04 by Jiawei Chen, Hongyu Lin, Chen, Jiawei +5 · 43 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. CAIL2018: A Large-Scale Legal Dataset for Judgment Prediction
    2018/07/04 by Xiao, Chaojun, Zhong, Haoxi, Guo, Zhipeng +8 · 16 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Unified Structure Generation for Universal Information Extraction
    2022/03/23 by Yaojie Lu, Qing Liu, Lu, Yaojie +13 · 19 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Web Data Mining and Analysis
  7. BERT-QE: Contextualized Query Expansion for Document Re-ranking
    2020/09/15 by Zheng, Zhi, Hui, Kai, He, Ben +3 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  8. StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
    2024/10/11 by Li, Zhuoqun, Chen, Xuanang, Yu, Haiyang +7 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching
    2024/05/27 by Tianshu Wang, Wang, Tianshu, Xiaoyang Chen +12 · 10 citations
    Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Natural Language Processing Techniques
  10. Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting
    2023/11/22 by Xinyan Guan, Guan, Xinyan, Yanjiang Liu +11 · 8 citations
    Computer Science · Engineering · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Topic Modeling
  11. Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases
    2021/06/17 by Cao, Boxi, Lin, Hongyu, Han, Xianpei +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. DBCopilot: Natural Language Querying over Massive Databases via Schema Routing
    2023/12/06 by Wang, Tianshu, Chen, Xiaoyang, Lin, Hongyu +4 · 8 citations
    #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  13. PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
    2025/01/07 by Hao Zheng, Xinyan Guan, Zheng, Hao +16 · 13 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  14. Learning or Self-aligning? Rethinking Instruction Fine-tuning
    2024/02/28 by Ren, Mengjie, Cao, Boxi, Lin, Hongyu +6 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. 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
  16. Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models
    2023/05/16 by Boxi Cao, Qiaoyu Tang, Cao, Boxi +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  17. AI for social science and social science of AI: A Survey
    2024/01/22 by Ruoxi Xu, Xu, Ruoxi, Yingfei Sun +13 · 6 citations
    Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computers and Society (cs.CY) #FOS: Computer and information sciences
  18. Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?
    2024/10/08 by Xueru Wen, Wen, Xueru, Jie Lou +17 · 8 citations
    Economics, Econometrics and Finance · #Health Systems, Economic Evaluations, Quality of Life
  19. CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain
    2019/11/20 by Xiao, Chaojun, Zhong, Haoxi, Guo, Zhipeng +8 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Universal Information Extraction as Unified Semantic Matching
    2023/01/09 by Lou, Jie, Lu, Yaojie, Dai, Dai +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Base of RoPE Bounds Context Length
    2024/05/23 by Xin Men, Mingyu Xu, Men, Xin +11 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  22. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
    2021/06/17 by Yaojie Lu, Hongyu Lin, Lu, Yaojie +15 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  23. CRUXEval-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution
    2024/08/23 by Xu, Ruiyang, Cao, Jialun, Lu, Yaojie +6 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  24. LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?
    2025/08/03 by Guozhao Mo, Wenliang Zhong, Mo, Guozhao +16 · 16 citations
    Computer Science · #Software System Performance and Reliability #Mobile Agent-Based Network Management #Cloud Computing and Resource Management
  25. Towards Scalable Automated Alignment of LLMs: A Survey
    2024/06/03 by Cao, Boxi, Lu, Keming, Lu, Xinyu +10 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML)
  26. Influence of External Information on Large Language Models Mirrors Social Cognitive Patterns
    2023/05/08 by Bian, Ning, Lin, Hongyu, Liu, Peilin +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. Academically intelligent LLMs are not necessarily socially intelligent
    2024/03/11 by Xu, Ruoxi, Lin, Hongyu, Han, Xianpei +2 · 3 citations
    #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  28. Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation
    2024/04/10 by Ruotong Pan, Pan, Ruotong, Boxi Cao +13 · 3 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
  29. Open Grounded Planning: Challenges and Benchmark Construction
    2024/06/05 by Shiguang Guo, Guo, Shiguang, Ziliang Deng +9 · 3 citations
    Social Sciences · #Education Systems and Policy
  30. ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models
    2023/03/29 by Bian, Ning, Han, Xianpei, Sun, Le +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Beyond Correctness: Benchmarking Multi-dimensional Code Generation for Large Language Models
    2024/07/16 by Zheng, Jiasheng, Cao, Boxi, Ma, Zhengzhao +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  32. REInstruct: Building Instruction Data from Unlabeled Corpus
    2024/08/20 by Chen, Shu, Guan, Xinyan, Lu, Yaojie +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. Critic-CoT: Boosting the reasoning abilities of large language model via Chain-of-thoughts Critic
    2024/08/29 by Xin Zheng, Jie Lou, Zheng, Xin +17 · 3 citations
    Computer Science · #Topic Modeling
  34. Toward Unified Controllable Text Generation via Regular Expression Instruction
    2023/09/19 by Zheng, Xin, Lin, Hongyu, Han, Xianpei +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks
    2019/06/10 by Lin, Hongyu, Lu, Yaojie, Han, Xianpei +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
    2024/02/23 by Qiaoyu Tang, Tang, Qiaoyu, Jiawei Chen +22 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Recommender Systems and Techniques #Topic Modeling
  37. SoFA: Shielded On-the-fly Alignment via Priority Rule Following
    2024/02/27 by Xinyu Lu, Lu, Xinyu, Bowen Yu +13 · 2 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Methods in Verification #Logic, programming, and type systems #Manufacturing Process and Optimization
  38. Overview of the CCKS 2019 Knowledge Graph Evaluation Track: Entity, Relation, Event and QA
    2020/03/09 by Xianpei Han, Han, Xianpei, Zhichun Wang +47 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
  39. Benchmarking Knowledge-Enhanced Commonsense Question Answering via Knowledge-to-Text Transformation
    2021/01/04 by Bian, Ning, Han, Xianpei, Chen, Bo +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. Few-shot Named Entity Recognition with Self-describing Networks
    2022/03/23 by Chen, Jiawei, Liu, Qing, Lin, Hongyu +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View
    2022/03/23 by Boxi Cao, Cao, Boxi, Hongyu Lin +7 · 1 citation
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  42. Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window
    2025/10/09 by Qiaoyu Tang, Tang, Qiaoyu, Xiang Hao +25 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  43. DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation
    2024/08/23 by Qiming Zhu, Jialun Cao, Zhu, Qiming +11 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
  44. Semantic-aware Contrastive Learning for More Accurate Semantic Parsing
    2023/01/19 by Wu, Shan, Xin, Chunlei, Chen, Bo +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  45. Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering
    2024/11/18 by Xinyan Guan, Yanjiang Liu, Guan, Xinyan +19 · 2 citations
    Computer Science · Decision Sciences · #Distributed and Parallel Computing Systems #Scientific Computing and Data Management #Semantic Web and Ontologies
  46. Learning In-context Learning for Named Entity Recognition
    2023/05/18 by Chen, Jiawei, Lu, Yaojie, Lin, Hongyu +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  47. Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question Answering
    2024/04/16 by Xiaoyang Chen, Chen, Xiaoyang, Ben He +13 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  48. RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing
    2025/07/27 by Xiang, Hao, Tang, Tianyi, Su, Yang +10 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  49. DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking
    2025/02/28 by Li, Zhuoqun, Yu, Haiyang, Chen, Xuanang +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search
    2025/04/15 by Yize Zhang, Tianshu Wang, Zhang, Yize +15 · 3 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Multimodal Machine Learning Applications
  51. StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation
    2024/08/06 by Boxi Cao, Cao, Boxi, Mengjie Ren +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  52. ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers
    2025/04/01 by Yuan, Qianhao, Zhang, Qingyu, Liu, Yanjiang +6 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  53. Large Language Models Often Say One Thing and Do Another
    2025/03/10 by Xu, Ruoxi, Lin, Hongyu, Han, Xianpei +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  54. ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch
    2025/06/04 by Jiawei Chen, Xinyan Guan, Chen, Jiawei +17 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  55. Seg2Act: Global Context-aware Action Generation for Document Logical Structuring
    2024/10/09 by Li, Zichao, He, Shaojie, Liao, Meng +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  56. The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model
    2024/12/10 by Chen, Jiawei, Chen, Wentao, Su, Jing +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  57. Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models
    2024/10/22 by Hao Xiang, Bowen Yu, Xiang, Hao +14 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  58. Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation
    2025/06/04 by Zhu, Qiming, Cao, Jialun, Chen, Xuanang +5 · 2 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  59. Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models
    2025/01/03 by Yanjiang Liu, Liu, Yanjiang, Shuhen Zhou +15 · 1 citation
    Computer Science · Social Sciences · #Digital and Cyber Forensics #Privacy-Preserving Technologies in Data #Artificial Intelligence in Law
  60. MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning
    2025/11/04 by Yuan, Qianhao, Lou, Jie, Li, Zichao +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  61. Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch
    2025/02/24 by Xueru Wen, Wen, Xueru, Lou, Jie +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
  62. RefCritic: Training Long Chain-of-Thought Critic Models with Refinement Feedback
    2025/07/20 by Tang, Qiaoyu, Xiang, Hao, Yu, Le +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences