Hongyu Lin
- DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
2025/02/03 by Xinyan Guan, Guan, Xinyan, Jiali Zeng +15 · 9 voices · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
2024/03/06 by Xin Men, Mingyu Xu, Men, Xin +13 · 63 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases
2023/06/08 by Qiaoyu Tang, Tang, Qiaoyu, Ziliang Deng +9 · 48 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
- Benchmarking Large Language Models in Retrieval-Augmented Generation
2023/09/04 by Jiawei Chen, Chen, Jiawei, Hongyu Lin +5 · 44 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Unified Structure Generation for Universal Information Extraction
2022/03/23 by Yaojie Lu, Qing Liu, Lu, Yaojie +13 · 20 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Web Data Mining and Analysis
- Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting
2023/11/22 by Xinyan Guan, Yanjiang Liu, Guan, Xinyan +11 · 9 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
- Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching
2024/05/27 by Tianshu Wang, Xiaoyang Chen, Wang, Tianshu +12 · 10 citations
Computer Science · Decision Sciences · #Topic Modeling #Data Quality and Management #Natural Language Processing Techniques
- PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
2025/01/07 by Hao Zheng, Zheng, Hao, Xinyan Guan +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
- 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
- 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
- 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
- Base of RoPE Bounds Context Length
2024/05/23 by Xin Men, Mingyu Xu, Men, Xin +11 · 7 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- 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
- Imandra CodeLogician: Neuro-Symbolic Reasoning for Precise Analysis of Software Logic
2026/01/17 by Hongyu Lin, Samer Abdallah, Makar Valentinov +5 · 3 voices
Computer Science · #cs.AI #cs.LO #cs.SE
- LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?
2025/08/03 by Guozhao Mo, Mo, Guozhao, Wenliang Zhong +16 · 16 citations
Computer Science · #Software System Performance and Reliability #Mobile Agent-Based Network Management #Cloud Computing and Resource Management
- 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 · 4 citations
Computer Science · #Topic Modeling
- Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation
2024/04/10 by Ruotong Pan, Boxi Cao, Pan, Ruotong +13 · 3 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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
- DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation
2024/08/23 by Qiming Zhu, Jialun Cao, Zhu, Qiming +11 · 3 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
- 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
- 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
- Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View
2022/03/23 by Boxi Cao, Hongyu Lin, Cao, Boxi +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
- Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window
2025/10/09 by Qiaoyu Tang, Xiang Hao, Tang, Qiaoyu +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
- 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
- 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
- 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
- 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
- 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 · 4 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- 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
- Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models
2025/01/03 by Yanjiang Liu, Shuhen Zhou, Liu, Yanjiang +15 · 1 citation
Computer Science · Social Sciences · #Digital and Cyber Forensics #Privacy-Preserving Technologies in Data #Artificial Intelligence in Law
- Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch
2025/02/24 by Xueru Wen, Wen, Xueru, Zichao Li +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
- Before the Action: Benchmarking LLMs on Prospective Hypothesis Discovery
2026/07/17 by Tianyun Zhong, Wangyi Jiang, Wei Wang +15
#cs.CL
- Correcting What You Cannot See: Credit Assignment for Perception Distillation in Multimodal Reasoners
2026/07/30 by Feng Xiong, Leyan Xue, Hongyu Lin
Computer Science · #cs.AI
- DocOps: A Verifiable Benchmark for Autonomous Agents in Complex Document Operations
2026/07/22 by Jiazhen Jiang, Boxi Cao, Lingyong Yan +6
#cs.AI #cs.CL #cs.LG