Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models Paper • 2601.14004 • Published 2 days ago • 42
MMFormalizer: Multimodal Autoformalization in the Wild Paper • 2601.03017 • Published 16 days ago • 103
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning Paper • 2506.01713 • Published Jun 2, 2025 • 48
PhyX: Does Your Model Have the "Wits" for Physical Reasoning? Paper • 2505.15929 • Published May 21, 2025 • 49