Equal Ranking Quality, Different Decisions: Measuring and Reducing Order Dependence in LLM Scorers Paper • 2608.26762 • Published 15 days ago • 24
RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 10 days ago • 281
EditHero: A Benchmark for Long-Horizon Part-Level 3D Editing and Vibe Modeling Paper • 2610.02298 • Published 10 days ago • 58
PDE-JEPA: Predictive Representation Learning of Latent Dynamics Modeling for Parametric PDEs Paper • 2609.34715 • Published 13 days ago • 62
Scaling Properties of Same-Family On-Policy Distillation Paper • 2609.32722 • Published 15 days ago • 326
Learning Beyond What You Sample: Off-Policy-Aware Cross-Model Trajectory Exchange for RLVR Paper • 2609.37868 • Published 12 days ago • 65
Follow the Entities: A Corpus Map for Agentic Search Paper • 2609.37226 • Published 12 days ago • 100
SAKI: Maximal-Coupling-Routed Teacher Supervision for On-Policy Distillation Paper • 2609.36601 • Published 12 days ago • 95