Peiyi Wang

1. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
   DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
   2025/01/22 by DeepSeek-AI, Daya Guo, Guo, Daya +404 · 93 voices · 1666 citations
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
2. BioXP-0.5B: Explainable Medical-AI via RL-GRPO
   2024/02/05 by Zhihong Shao, Peiyi Wang, Shao, Zhihong +20 · 17 voices · 2025 citations
   Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
3. DeepSeek-V3 Technical Report
   2024/12/27 by DeepSeek-AI, Aixin Liu, Bei Feng +404 · 39 voices · 6 citations
   Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
4. Inference-Time Scaling for Generalist Reward Modeling
   2025/04/03 by Zijun Liu, Peiyi Wang, Liu, Zijun +16 · 18 voices · 72 citations
   Computer Science · #Topic Modeling #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
5. DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
   2024/05/07 by DeepSeek-AI, Aixin Liu, Liu, Aixin +310 · 5 voices · 237 citations
   Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
6. DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
   2024/06/17 by DeepSeek-AI, Qihao Zhu, Zhu, Qihao +79 · 1 voice · 70 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #cs.AI #cs.LG #cs.SE #vaccines and immunoinformatics approaches
7. DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
   2024/01/05 by DeepSeek-AI, :, Xiao Guo Bi +170 · 109 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
8. Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
   2024/01/15 by Heming Xia, Zhe Yang, Xia, Heming +15 · 40 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
9. Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models
   2024/03/01 by Lei Li, Li, Lei, Yuqi Wang +11 · 32 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
10. The Chinese pine genome and methylome unveil key features of conifer evolution
    2021/12/28 by Shihui Niu, Li Jiang, Jiang Li +37 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Genomics and Phylogenetic Studies #Plant Molecular Biology Research #Plant Disease Resistance and Genetics
11. Functional Expression of<i>Drosophila para</i>Sodium Channels
    1997/08/01 by Jeffrey W. Warmke, Robert A. Reenan, Robert A.G. Reenan +11 · 5 citations
    Biochemistry, Genetics and Molecular Biology · Pharmacology, Toxicology and Pharmaceutics · Neuroscience · #Ion channel regulation and function #Plant-based Medicinal Research #Ion Channels and Receptors
12. M³IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning
    2023/06/07 by Lei Li, Yuwei Yin, Li, Lei +21 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
13. ASSISTGUI: Task-Oriented Desktop Graphical User Interface Automation
    2023/12/20 by Difei Gao, Gao, Difei, Lei Ji +23 · 6 citations
    Computer Science · #AI in Service Interactions #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
14. Rationale-Enhanced Language Models are Better Continual Relation Learners
    2023/10/10 by Weimin Xiong, Yifan Song, Xiong, Weimin +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
15. Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification
    2022/03/08 by Zihan Wang, Peiyi Wang, Wang, Zihan +7 · 2 citations
    Computer Science · #Text and Document Classification Technologies #Sentiment Analysis and Opinion Mining
16. HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification
    2022/04/28 by Zihan Wang, Wang, Zihan, Peiyi Wang +10 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Spam and Phishing Detection #Text and Document Classification Technologies
17. InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective
    2023/10/10 by Yifan Song, Song, Yifan, Peiyi Wang +11 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
18. A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
    2022/04/30 by Runxin Xu, Xu, Runxin, Peiyi Wang +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
19. Towards a Unified View of Preference Learning for Large Language Models: A Survey
    2024/09/04 by Bofei Gao, Gao, Bofei, Feifan Song +44 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Semantic Web and Ontologies
20. Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation
    2022/10/10 by Peiyi Wang, Yifan Song, Wang, Peiyi +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
21. First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction
    2021/02/17 by Lianzhe Huang, Huang, Lianzhe, Peiyi Wang +13 · 2 citations
    Computer Science · #Sentiment Analysis and Opinion Mining #Topic Modeling #Advanced Text Analysis Techniques