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Chen, Weipeng

  1. ShortGPT: Layers in Large Language Models are More Redundant Than You Expect
    2024/03/06 by Xin Men, Mingyu Xu, Men, Xin +13 · 93 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  2. Baichuan 2: Open Large-scale Language Models
    2023/09/19 by Yang, Aiyuan, Bin Xiao, Bingning Wang +106 · 61 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  3. Baichuan-Omni-1.5 Technical Report
    2025/01/26 by Yadong Li, Li, Yadong, Jun Liu +176 · 44 citations
    Engineering · #Advanced Sensor and Control Systems #Advanced Algorithms and Applications
  4. PQCache: Product Quantization-based KVCache for Long Context LLM Inference
    2024/07/01 by Hailin Zhang, Zhang, Hailin, Xiaodong Ji +13 · 26 citations
    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
  5. Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction
    2025/02/24 by Tianpeng Li, Jun Liu, Li, Tianpeng +25 · 39 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #electronic engineering #information engineering
  6. CFBench: A Comprehensive Constraints-Following Benchmark for LLMs
    2024/08/02 by Zhang, Tao, Yanjun Shen, Zhu, Chenglin +22 · 21 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Semantic Web and Ontologies
  7. ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
    2025/03/25 by Mingyang Chen, Linzhuang Sun, Chen, Mingyang +22 · 38 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
  8. Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs
    2024/06/13 by Zhao, Zijia, Lu, Haoyu, Huo, Yuqi +6 · 16 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic
    2024/06/17 by Yuyan Zhou, Zhou, Yuyan, Liang Song +5 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  10. Base of RoPE Bounds Context Length
    2024/05/23 by Xin Men, Mingyu Xu, Men, Xin +11 · 14 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  11. Facilitating Multi-turn Function Calling for LLMs via Compositional Instruction Tuning
    2024/10/16 by Mingyang Chen, Haoze Sun, Chen, Mingyang +17 · 16 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Microfluidic and Capillary Electrophoresis Applications #VLSI and Analog Circuit Testing
  12. Virgo: A Preliminary Exploration on Reproducing o1-like MLLM
    2025/01/03 by Yifan Du, Zikang Liu, Du, Yifan +17 · 21 citations
    Computer Science · #Natural Language Processing Techniques
  13. Align Anything: Training All-Modality Models to Follow Instructions with Language Feedback
    2024/12/20 by Jiaming Ji, Jiayi Zhou, Ji, Jiaming +34 · 15 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Speech and dialogue systems #Natural Language Processing Techniques
  14. Baichuan-Omni Technical Report
    2024/10/11 by Yadong Li, Haoze Sun, Li, Yadong +49 · 11 citations
    Social Sciences · #China's Ethnic Minorities and Relations
  15. Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models
    2024/06/18 by Jie Chen, Chen, Jie, Yupeng Zhang +9 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. Superconducting Diode Effect and Large Magnetochiral Anisotropy in Td-MoTe2 Thin Film
    2023/03/16 by Wan-Shun Du, Weipeng Chen, Du, Wan-Shun +31 · 5 citations
    Materials Science · Physics and Astronomy · #FOS: Physical sciences #Iron-based superconductors research #Magnetic and transport properties of perovskites and related materials #Physics of Superconductivity and Magnetism #Superconductivity (cond-mat.supr-con)
  17. DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies
    2025/03/18 by Song, Wei, Wang, Yuran, Song, Zijia +7 · 16 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Baichuan-M1: Pushing the Medical Capability of Large Language Models
    2025/02/18 by Wang, Bingning, Zhao, Haizhou, Zhou, Huozhi +39 · 15 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. SysBench: Can Large Language Models Follow System Messages?
    2024/08/20 by Yanzhao Qin, Qin, Yanzhao, Zhang, Tao +19 · 7 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  20. Ocean-OCR: Towards General OCR Application via a Vision-Language Model
    2025/01/26 by Chen Song, Chen, Song, Xinyu Guo +22 · 9 citations
    Computer Science · #Advanced Computational Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
  21. From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning
    2024/11/06 by Zhirui Deng, Zhicheng Dou, Deng, Zhirui +11 · 6 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  22. Checkpoint Merging via Bayesian Optimization in LLM Pretraining
    2024/03/28 by Deyuan Liu, Liu, Deyuan, Zecheng Wang +15 · 4 citations
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Scheduling and Optimization Algorithms
  23. Towards Event-oriented Long Video Understanding
    2024/06/20 by Yifan Du, Kun Zhou, Du, Yifan +17 · 4 citations
    Computer Science · Medicine · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Multimedia (cs.MM) #Video Analysis and Summarization
  24. Boosting Lossless Speculative Decoding via Feature Sampling and Partial Alignment Distillation
    2024/08/28 by Lujun Gui, Bin Xiao, Gui, Lujun +5 · 4 citations
    Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  25. LongReD: Mitigating Short-Text Degradation of Long-Context Large Language Models via Restoration Distillation
    2025/02/11 by Zican Dong, Dong, Zican, Xia Li +11 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  26. FB-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating LLMs' Responsiveness to Human Feedback
    2024/10/12 by Yan Li, Li, Youquan, Miao Zheng +13 · 3 citations
    Computer Science · #Educational Technology and Assessment
  27. Exploring Context Window of Large Language Models via Decomposed Positional Vectors
    2024/05/28 by Zican Dong, Dong, Zican, Junyi Li +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  28. Exploring the Design Space of Visual Context Representation in Video MLLMs
    2024/10/17 by Yifan Du, Yuqi Huo, Du, Yifan +17 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  29. Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge
    2024/11/25 by Yaqi Zhao, Yuanyang Yin, Zhao, Yaqi +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  30. Clover-2: Accurate Inference for Regressive Lightweight Speculative Decoding
    2024/08/01 by Bin Xiao, Xiao, Bin, Lujun Gui +5 · 2 citations
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  31. Efficient Motion-Aware Video MLLM
    2025/03/17 by Zhao, Zijia, Huo, Yuqi, Yue, Tongtian +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Baichuan Alignment Technical Report
    2024/10/19 by Mingan Lin, Lin, Mingan, Fan Yang +45 · 2 citations
    Computer Science · Materials Science · #Advanced Multi-Objective Optimization Algorithms #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science
  33. Full-ECE: A Metric For Token-level Calibration on Large Language Models
    2024/06/17 by Han Liu, Liu, Han, Yupeng Zhang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  34. Clover: Regressive Lightweight Speculative Decoding with Sequential Knowledge
    2024/05/01 by Bin Xiao, Chunan Shi, Xiao, Bin +13 · 1 citation
    Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  35. PAS: Data-Efficient Plug-and-Play Prompt Augmentation System
    2024/07/08 by Miao Zheng, Liang Hao, Zheng, Miao +35 · 1 citation
    Computer Science · Medicine · #Computation and Language (cs.CL) #ECG Monitoring and Analysis #Embedded Systems Design Techniques #FOS: Computer and information sciences
  36. Beyond Filtering: Adaptive Image-Text Quality Enhancement for MLLM Pretraining
    2024/10/21 by Huang, Han, Huo, Yuqi, Zhao, Zijia +6 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences