Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published 11 days ago • 250
Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction Paper • 2610.10549 • Published 25 days ago • 7
ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks Paper • 2609.18805 • Published Sep 16 • 67
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 376
Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking Paper • 2609.10745 • Published Sep 9 • 23
VidaForge: Open Research Infrastructure for Video Pretraining Data Recipes Paper • 2609.06652 • Published Sep 6 • 20
TransNormal-2: Geometry-Grounded Rectified Flow with Edge-Aware Decoding for Precise Normal Estimation Paper • 2609.06665 • Published Sep 6 • 19
Let Confidence Change, Not the Prediction: Prediction-Preserving Repair for Post-hoc Calibration Paper • 2609.01072 • Published Sep 2 • 14
When Teachers Mislead: Spurious-Signal-Aware On-Policy Distillation Paper • 2608.03632 • Published Aug 4 • 25
ST-WAM: Semantic-Temporal World Action Model for Robust Manipulation under Visual Distribution Shifts Paper • 2607.28993 • Published Jul 31 • 8
CAPEval: A Decoupled Caption Evaluation across Understanding and Generation Paper • 2608.02589 • Published Aug 3 • 26
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published Aug 3 • 60
From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement Paper • 2607.23802 • Published Jul 26 • 97