Shirong Ma
- 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 · 1689 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 · 7 citations
Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
- Inference-Time Scaling for Generalist Reward Modeling
2025/04/03 by Zijun Liu, Wang Peiyi, Liu, Zijun +16 · 18 voices · 74 citations
Computer Science · #Topic Modeling #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
- 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 · 244 citations
Computer Science · #Expert finding and Q&A systems #Topic Modeling #Speech and dialogue systems
- 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 · 71 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 · 111 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- 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 · 59 citations
#cs.CL #cs.AI
- EcomGPT: Instruction-tuning Large Language Models with Chain-of-Task Tasks for E-commerce
2023/08/14 by Yangning Li, Li, Yangning, Shirong Ma +15 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
2024/02/16 by Yinghui Li, Qingyu Zhou, Li, Yinghui +13 · 7 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Linguistic Rules-Based Corpus Generation for Native Chinese Grammatical Error Correction
2022/10/19 by Shirong Ma, Yinghui Li, Ma, Shirong +21 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning
2025/11/27 by Zhihong Shao, Shao, Zhihong, Yuxiang Luo +15 · 7 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing #Topic Modeling
- From Retrieval to Generation: Efficient and Effective Entity Set Expansion
2023/04/07 by Shulin Huang, Shirong Ma, Huang, Shulin +7 · 1 citation
Computer Science · #Topic Modeling #Text and Document Classification Technologies #Natural Language Processing Techniques