EvolveCoder: Evolving Test Cases via Adversarial Verification for Code Reinforcement Learning Paper • 2603.12698 • Published 22 days ago
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation Paper • 2603.19220 • Published 16 days ago • 65
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published 17 days ago • 91
Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning Paper • 2509.22824 • Published Sep 26, 2025 • 21
VideoScore2: Think before You Score in Generative Video Evaluation Paper • 2509.22799 • Published Sep 26, 2025 • 26
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use Paper • 2509.01055 • Published Sep 1, 2025 • 79
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs Paper • 2505.20139 • Published May 26, 2025 • 19
QuickVideo: Real-Time Long Video Understanding with System Algorithm Co-Design Paper • 2505.16175 • Published May 22, 2025 • 42
General-Reasoner: Advancing LLM Reasoning Across All Domains Paper • 2505.14652 • Published May 20, 2025 • 24
CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation Paper • 2504.00043 • Published Mar 30, 2025 • 10
Small Models Struggle to Learn from Strong Reasoners Paper • 2502.12143 • Published Feb 17, 2025 • 39
ACECODER: Acing Coder RL via Automated Test-Case Synthesis Paper • 2502.01718 • Published Feb 3, 2025 • 28
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Paper • 2502.01100 • Published Feb 3, 2025 • 21
On Memorization of Large Language Models in Logical Reasoning Paper • 2410.23123 • Published Oct 30, 2024 • 18