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• Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text
  2026
• ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
  2026
• ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
  2025
• The Invisible Leash: Why RLVR May Not Escape Its Origin
  2025
• Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction
  2025
• NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
  2025
• BroRL: Scaling Reinforcement Learning via Broadened Exploration
  2025
• ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
  2025
• Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models
  2025
• Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing
  2023
• Tailoring Self-Rationalizers with Multi-Reward Distillation
  2023