DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning Paper • 2511.22570 • Published Nov 27, 2025 • 94
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22, 2025 • 450
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search Paper • 2408.08152 • Published Aug 15, 2024 • 62
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence Paper • 2406.11931 • Published Jun 17, 2024 • 70
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem Solving Paper • 2309.17452 • Published Sep 29, 2023 • 3
CRITIC: Large Language Models Can Self-Correct with Tool-Interactive Critiquing Paper • 2305.11738 • Published May 19, 2023 • 9
