Watch Before You Answer: Learning from Visually Grounded Post-Training Paper • 2604.05117 • Published Apr 6 • 35
Nemotron 3 Super: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2604.12374 • Published Apr 14 • 36
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published 16 days ago • 107
EvolveCoder: Evolving Test Cases via Adversarial Verification for Code Reinforcement Learning Paper • 2603.12698 • Published Mar 13 • 1
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation Paper • 2603.19220 • Published Mar 19 • 67
OpenResearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis Paper • 2603.20278 • Published Mar 17 • 98
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 • 81
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