Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe Paper • 2604.13016 • Published 4 days ago • 76
Hala Technical Report: Building Arabic-Centric Instruction & Translation Models at Scale Paper • 2509.14008 • Published Sep 17, 2025 • 90
Query as Anchor: Scenario-Adaptive User Representation via Large Language Model Paper • 2602.14492 • Published Feb 16 • 18
How Do Decoder-Only LLMs Perceive Users? Rethinking Attention Masking for User Representation Learning Paper • 2602.10622 • Published Feb 11 • 28
From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones Paper • 2509.25123 • Published Sep 29, 2025 • 22
FlowRL: Matching Reward Distributions for LLM Reasoning Paper • 2509.15207 • Published Sep 18, 2025 • 118
Towards a Unified View of Large Language Model Post-Training Paper • 2509.04419 • Published Sep 4, 2025 • 76
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning Paper • 2509.09674 • Published Sep 11, 2025 • 80
A Survey of Reinforcement Learning for Large Reasoning Models Paper • 2509.08827 • Published Sep 10, 2025 • 193
HiPhO: How Far Are (M)LLMs from Humans in the Latest High School Physics Olympiad Benchmark? Paper • 2509.07894 • Published Sep 9, 2025 • 31