Error-Free Linear Attention is a Free Lunch: Exact Solution from Continuous-Time Dynamics Paper • 2512.12602 • Published 15 days ago • 40
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17 • 134
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning Paper • 2510.25992 • Published Oct 29 • 45
Glyph: Scaling Context Windows via Visual-Text Compression Paper • 2510.17800 • Published Oct 20 • 67
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science Paper • 2510.16872 • Published Oct 19 • 106
A Survey of Reinforcement Learning for Large Reasoning Models Paper • 2509.08827 • Published Sep 10 • 190
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning Paper • 2509.23768 • Published Sep 28 • 48
OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always! Paper • 2509.26495 • Published Sep 30 • 10
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use Paper • 2509.24002 • Published Sep 28 • 173