Jingchang Chen
- 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 · 2437 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, Bei Feng +404 · 39 voices · 7 citations
Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
- Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
2023/09/27 by Zheng Chu, Chu, Zheng, Jingchang Chen +16 · 41 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #IoT and Edge/Fog Computing
- DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
2025/12/02 by DeepSeek-AI, Aixin Liu, Liu, Aixin +352 · 46 citations
Computer Science · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models
2023/11/29 by Zheng Chu, Jingchang Chen, Chu, Zheng +11 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- Divide-and-Conquer Meets Consensus: Unleashing the Power of Functions in Code Generation
2024/05/30 by Jingchang Chen, Chen, Jingchang, Hongxuan Tang +11 · 10 citations
Computer Science · #Model-Driven Software Engineering Techniques
- An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation
2024/06/03 by Kun Zhu, Zhu, Kun, Xiaocheng Feng +17 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Music and Audio Processing #Neural Networks and Applications
- BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering
2024/06/28 by Zheng Chu, Chu, Zheng, Jingchang Chen +15 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotics and Automated Systems #Speech and dialogue systems
- Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
2025/05/25 by Zheng Chu, Haiming Fan, Chu, Zheng +19 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling