Rewards as Labels: Revisiting RLVR from a Classification Perspective Paper • 2602.05630 • Published Feb 5 • 3
Query-focused and Memory-aware Reranker for Long Context Processing Paper • 2602.12192 • Published Feb 12 • 57
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published Dec 19, 2025 • 113
Video-Thinker: Sparking "Thinking with Videos" via Reinforcement Learning Paper • 2510.23473 • Published Oct 27, 2025 • 86
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension Paper • 2508.01959 • Published Aug 3, 2025 • 60