LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening Paper • 2605.19597 • Published May 19 • 21
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Paper • 2601.14004 • Published Jan 20 • 49
Nemotron-Cascade Collection Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models • 14 items • Updated 26 days ago • 55
BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping Paper • 2510.18927 • Published Oct 21, 2025 • 85
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination Paper • 2507.10532 • Published Jul 14, 2025 • 90 • 3
Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination Paper • 2507.10532 • Published Jul 14, 2025 • 90
Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation Paper • 2503.19622 • Published Mar 25, 2025 • 31 • 4
DropletVideo: A Dataset and Approach to Explore Integral Spatio-Temporal Consistent Video Generation Paper • 2503.06053 • Published Mar 8, 2025 • 138