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Qipeng Guo

  1. Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective
    2024/12/18 by Zhiyuan Zeng, Zeng, Zhiyuan, Qinyuan Cheng +15 · 19 voices · 7 citations
    Decision Sciences · Computer Science · #Auction Theory and Applications #Open Source Software Innovations #Reinforcement Learning in Robotics
  2. InternLM2 Technical Report
    2024/03/26 by Zheng Cai, Cai, Zheng, Maosong Cao +199 · 2 voices · 67 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
  3. Do Large Language Models Know What They Don't Know?
    2023/05/29 by Zhangyue Yin, Qiushi Sun, Yin, Zhangyue +9 · 2 voices · 34 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  4. BERT-ATTACK: Adversarial Attack Against BERT Using BERT
    2020/04/21 by Linyang Li, Ruotian Ma, Li, Linyang +7 · 37 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  5. From Code Foundation Models to Agents and Applications: A Comprehensive Survey and Practical Guide to Code Intelligence
    2025/11/23 by Jian Yang, Xianglong Liu, Yang, Jian +143 · 7 voices · 1 citation
    Computer Science · #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification #Software Engineering Research #cs.CL #cs.SE
  6. InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
    2024/07/03 by Pan Zhang, Zhang, Pan, Xiaoyi Dong +51 · 32 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  7. Llama Scope: Extracting Millions of Features from Llama-3.1-8B with Sparse Autoencoders
    2024/10/27 by Zhengfu He, He, Zhengfu, Wentao Shu +21 · 31 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Video Analysis and Summarization
  8. Full Parameter Fine-tuning for Large Language Models with Limited Resources
    2023/06/16 by Kai Lv, Yuqing Yang, Lv, Kai +9 · 16 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  9. Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus
    2023/11/22 by Tianhang Zhang, Zhang, Tianhang, Lin Qiu +15 · 17 citations
    Computer Science · Psychology · #Topic Modeling #Machine Learning in Healthcare #Mental Health via Writing
  10. Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication
    2023/12/04 by Zhangyue Yin, Yin, Zhangyue, Qiushi Sun +11 · 17 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  11. Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem
    2024/03/06 by Yuhong Sun, Zhangyue Yin, Sun, Yuhong +10 · 1 voice · 11 citations
    Computer Science · #Advanced Graph Neural Networks #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #cs.CL
  12. Identifying Semantic Induction Heads to Understand In-Context Learning
    2024/02/20 by Jie Ren, Ren, Jie, Qipeng Guo +10 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Topic Modeling
  13. CoLAKE: Contextualized Language and Knowledge Embedding
    2020/10/01 by Tianxiang Sun, Sun, Tianxiang, Yunfan Shao +11 · 7 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  14. Star-Transformer
    2019/02/25 by Qipeng Guo, Xipeng Qiu, Guo, Qipeng +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  15. NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens
    2024/03/18 by Cunxiang Wang, Wang, Cunxiang, Ruoxi Ning +15 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  16. VideoRoPE: What Makes for Good Video Rotary Position Embedding?
    2025/02/07 by Xilin Wei, Wei, Xilin, Xiaoran Liu +21 · 22 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Image and Video Stabilization #Video Analysis and Summarization
  17. InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions
    2024/12/12 by Pan Zhang, Xiaoyi Dong, Zhang, Pan +53 · 15 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Speech and dialogue systems #Video Analysis and Summarization
  18. StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding
    2023/10/19 by Jiayang, Cheng, Lin Qiu, Qiu, Lin +20 · 7 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Language and cultural evolution
  19. VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search
    2025/04/12 by Yikun Wang, Wang, Yikun, Siyin Wang +13 · 16 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
  20. Case2Code: Scalable Synthetic Data for Code Generation
    2024/07/17 by Yunfan Shao, Shao, Yunfan, Linyang Li +25 · 8 citations
    Computer Science · #Statistical and Computational Modeling
  21. Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models
    2024/05/21 by Zhangyue Yin, Qiushi Sun, Yin, Zhangyue +21 · 1 voice · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL
  22. AdaLomo: Low-memory Optimization with Adaptive Learning Rate
    2023/10/16 by Kai Lv, Hang Yan, Lv, Kai +7 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
  23. A Unified Generative Framework for Various NER Subtasks
    2021/06/02 by Hang Yan, Yan, Hang, Tao Gui +9 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  24. DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels
    2024/09/04 by Zhe Xu, Xu, Zhe, Jiasheng Ye +19 · 1 voice · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.CL
  25. RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models
    2024/05/23 by Xiangkun Hu, Hu, Xiangkun, Dongyu Ru +17 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare
  26. Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts
    2023/10/23 by Tengxiao Liu, Liu, Tengxiao, Qipeng Guo +11 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  27. Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction
    2025/08/04 by Song, Yuerong, Xiaoran Liu, Ruixiao Li +12 · 16 citations
    Computer Science · #Topic Modeling #Machine Learning in Healthcare #Natural Language Processing Techniques
  28. Code Needs Comments: Enhancing Code LLMs with Comment Augmentation
    2024/02/20 by Demin Song, Song, Demin, Honglin Guo +19 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Web Application Security Vulnerabilities
  29. LongWanjuan: Towards Systematic Measurement for Long Text Quality
    2024/02/21 by Kai Lv, Lv, Kai, Xiaoran Liu +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  30. CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training
    2020/06/08 by Qipeng Guo, Guo, Qipeng, Zhijing Jin +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  31. Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections
    2025/06/15 by Bo Wang, Wang, Bo, Cheng, Qinyuan +16 · 10 citations
    Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Diverse Scientific and Economic Studies #FOS: Computer and information sciences #Law, Economics, and Judicial Systems #Machine Learning (cs.LG)
  32. LongSafety: Enhance Safety for Long-Context LLMs
    2024/11/11 by Mianqiu Huang, Xiaoran Liu, Huang, Mianqiu +23 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Research Data Management Practices #Scientific Computing and Data Management
  33. Pre-Trained Policy Discriminators are General Reward Models
    2025/07/07 by Shihan Dou, Dou, Shihan, Shichun Liu +39 · 8 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Recommender Systems and Techniques
  34. InternBootcamp Technical Report: Boosting LLM Reasoning with Verifiable Task Scaling
    2025/08/12 by Ping Li, Jiasheng Ye, Li, Peiji +29 · 11 citations
    Computer Science · #Topic Modeling #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications
  35. Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models
    2024/06/04 by Qingkai Min, Qipeng Guo, Min, Qingkai +9 · 2 citations
    Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Quality and Management #Topic Modeling
  36. DORE: Document Ordered Relation Extraction based on Generative Framework
    2022/10/28 by Qipeng Guo, Guo, Qipeng, Yuqing Yang +7 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  37. UnitCoder: Scalable Iterative Code Synthesis with Unit Test Guidance
    2025/02/17 by Ye Ma, Yunfan Shao, Ma, Yichuan +13 · 3 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Real-time simulation and control systems #Software Engineering (cs.SE)
  38. All Roads Lead to Rome? Exploring the Invariance of Transformers' Representations
    2023/05/23 by Yu‐Xin Ren, Qipeng Guo, Ren, Yuxin +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  39. GAOKAO-Eval: Does high scores truly reflect strong capabilities in LLMs?
    2024/12/13 by Tianyi Liang, Lei, Zhikai, Hongjiu Hu +17 · 2 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Biomedical and Engineering Education #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. First Step toward Model-Free, Anonymous Object Tracking with Recurrent Neural Networks
    2015/11/19 by Quan Gan, Qipeng Guo, Gan, Quan +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  41. CritiQ: Mining Data Quality Criteria from Human Preferences
    2025/02/26 by Honglin Guo, Kai Lv, Guo, Honglin +18 · 2 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing #Topic Modeling
  42. AI Can Learn Scientific Taste
    2026/03/15 by Jingqi Tong, Mingzhe Li, Hangcheng Li +20 · 4 voices
    #cs.CL
  43. MemSFT: Mitigating Alignment Tax with an External Parametric Memory
    2026/07/28 by Jiarui Wang, Xiang Shi, Jiaqi Cao +8
    #cs.LG #cs.CL
  44. H2SD: Hybrid Hindsight Self-Distillation
    2026/07/21 by Qiye Cai, Yichuan Ma, Linyang Li +6
    #cs.LG #cs.CL
  45. Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory
    2026/07/30 by Rubin Wei, Jiaqi Cao, Jiarui Wang +4
    Computer Science · #cs.CL