The Fragility of Chain-of-Thought Monitoring Across Typologically Diverse Languages Paper • 2605.27901 • Published 11 days ago • 13
SANA-WM: Efficient Minute-Scale World Modeling with Hybrid Linear Diffusion Transformer Paper • 2605.15178 • Published 24 days ago • 86
Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents Paper • 2603.26233 • Published Mar 27 • 8
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published Mar 20 • 352
Truncated Step-Level Sampling with Process Rewards for Retrieval-Augmented Reasoning Paper • 2602.23440 • Published Feb 26 • 4
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models Paper • 2602.22859 • Published Feb 26 • 150
Does Your Reasoning Model Implicitly Know When to Stop Thinking? Paper • 2602.08354 • Published Feb 9 • 266
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs Paper • 2602.10388 • Published Feb 11 • 245