DeepSeek Elastic Compute (DSec): A Sandbox Infrastructure for Effective Agentic Training at Scale Paper • 2609.22978 • Published 7 days ago • 3
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression Paper • 2609.19969 • Published 9 days ago • 181
DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence Paper • 2606.19348 • Published Apr 26 • 46
LOCA-bench: Benchmarking Language Agents Under Controllable and Extreme Context Growth Paper • 2602.07962 • Published Feb 8 • 26
SWE-RM: Execution-free Feedback For Software Engineering Agents Paper • 2512.21919 • Published Dec 26, 2025 • 10
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published Oct 29, 2025 • 48
Pitfalls of Rule- and Model-based Verifiers -- A Case Study on Mathematical Reasoning Paper • 2505.22203 • Published May 28, 2025 • 7
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond Paper • 2505.19641 • Published May 26, 2025 • 70
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping Paper • 2505.15612 • Published May 21, 2025 • 34
Breaking the Data Barrier -- Building GUI Agents Through Task Generalization Paper • 2504.10127 • Published Apr 14, 2025 • 17
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published Mar 27, 2025 • 44
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published Mar 24, 2025 • 32
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published Mar 24, 2025 • 32
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Paper • 2503.00808 • Published Mar 2, 2025 • 57
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Paper • 2412.17256 • Published Dec 23, 2024 • 47