MiA-Signature: Approximating Global Activation for Long-Context Understanding Paper • 2605.06416 • Published May 7 • 57
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension Paper • 2508.01959 • Published Aug 3, 2025 • 61
PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts Paper • 2508.09848 • Published Aug 13, 2025 • 71
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published Dec 19, 2025 • 115