ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published 12 days ago • 97
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices Paper • 2512.01374 • Published 8 days ago • 80
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published 15 days ago • 244
Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds Paper • 2511.08892 • Published 27 days ago • 194
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published 6 days ago • 181
A^2FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning Paper • 2510.12838 • Published Oct 13 • 24
BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese Paper • 2504.19314 • Published Apr 27 • 7
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Paper • 2508.17445 • Published Aug 24 • 80
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models Paper • 2501.03262 • Published Jan 4 • 103
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models Paper • 2505.24864 • Published May 30 • 142
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks Paper • 2504.15521 • Published Apr 22 • 64