Yaojie Lu

1. 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
2. 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
3. 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
4. Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting
   2023/11/22 by Xinyan Guan, Yanjiang Liu, Guan, Xinyan +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
5. 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
6. From Informal to Formal -- Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs
   2025/01/27 by Jialun Cao, Yaojie Lu, Cao, Jialun +21 · 12 citations
   Computer Science · #Natural Language Processing Techniques
7. Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree?
   2024/10/08 by Xueru Wen, Jie Lou, Wen, Xueru +17 · 8 citations
   Economics, Econometrics and Finance · #Health Systems, Economic Evaluations, Quality of Life
8. Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
   2021/06/17 by Yaojie Lu, Lu, Yaojie, Hongyu Lin +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
9. 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
10. Open Grounded Planning: Challenges and Benchmark Construction
    2024/06/05 by Shiguang Guo, Ziliang Deng, Guo, Shiguang +9 · 3 citations
    Social Sciences · #Education Systems and Policy
11. 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
12. 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
13. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
    2024/02/23 by Qiaoyu Tang, Jiawei Chen, Tang, Qiaoyu +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
14. 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
15. 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
16. 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
17. ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch
    2025/06/04 by Jiawei Chen, Chen, Jiawei, Xinyan Guan +17 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
18. 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
19. 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
20. 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
21. Before the Action: Benchmarking LLMs on Prospective Hypothesis Discovery
    2026/07/17 by Tianyun Zhong, Wangyi Jiang, Wei Wang +15
    #cs.CL
22. 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