OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration Paper • 2602.05400 • Published 6 days ago • 274
LYNX: Learning Dynamic Exits for Confidence-Controlled Reasoning Paper • 2512.05325 • Published Dec 5, 2025 • 4
Are LLM Decisions Faithful to Verbal Confidence? Paper • 2601.07767 • Published about 1 month ago • 5