Schoenfeld's Anatomy of Mathematical Reasoning by Language Models Paper • 2512.19995 • Published 10 days ago • 14
Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction Paper • 2512.18880 • Published 11 days ago • 23
Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs Paper • 2511.07419 • Published Nov 10, 2025 • 26
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play Paper • 2509.25541 • Published Sep 29, 2025 • 140
EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning Paper • 2509.22576 • Published Sep 26, 2025 • 134
Skip a Layer or Loop it? Test-Time Depth Adaptation of Pretrained LLMs Paper • 2507.07996 • Published Jul 10, 2025 • 34
Give Me FP32 or Give Me Death? Challenges and Solutions for Reproducible Reasoning Paper • 2506.09501 • Published Jun 11, 2025 • 19
DUMP: Automated Distribution-Level Curriculum Learning for RL-based LLM Post-training Paper • 2504.09710 • Published Apr 13, 2025 • 19
UnifiedCrawl: Aggregated Common Crawl for Affordable Adaptation of LLMs on Low-Resource Languages Paper • 2411.14343 • Published Nov 21, 2024 • 7