Dejian Yang
- 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, Dejian Yang +404 · 93 voices · 1645 citations
Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
- DeepSeek-V3 Technical Report
2024/12/27 by DeepSeek-AI, Aixin Liu, Liu, Aixin +404 · 39 voices · 6 citations
Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
- DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
2024/05/07 by Aixin Liu, DeepSeek-AI, Liu, Aixin +310 · 5 voices · 232 citations
Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
- DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence
2024/01/25 by Daya Guo, Guo, Daya, Qihao Zhu +25 · 3 voices · 246 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.CL #cs.LG #cs.SE
- DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence
2024/06/17 by DeepSeek-AI, Qihao Zhu, Daya Guo +79 · 1 voice · 69 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
- 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
- DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search
2024/08/15 by Huajian Xin, Z. Z. Ren, Xin, Huajian +32 · 2 voices · 39 citations
Computer Science · #Reinforcement Learning in Robotics #cs.AI #cs.CL #cs.LG #cs.LO
- DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition
2025/04/30 by Z. Z. Ren, Zhihong Shao, Ren, Z. Z. +33 · 4 voices · 57 citations
#cs.CL #cs.AI
- CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction
2025/02/11 by Junlong Li, Li, Junlong, Daya Guo +9 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering Research
- Neural Response Generation with Dynamic Vocabularies
2017/11/30 by Yu Wu, Wu, Yu, Wei Wu +8 · 2 citations
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling