Flux Attention: Context-Aware Hybrid Attention for Efficient LLMs Inference Paper • 2604.07394 • Published Apr 8 • 16
MemoryRewardBench: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models Paper • 2601.11969 • Published Jan 17 • 27
Revisiting Long-context Modeling from Context Denoising Perspective Paper • 2510.05862 • Published Oct 7, 2025 • 21
LongRM: Revealing and Unlocking the Context Boundary of Reward Modeling Paper • 2510.06915 • Published Oct 8, 2025 • 16
LOOM-Scope: a comprehensive and efficient LOng-cOntext Model evaluation framework Paper • 2507.04723 • Published Jul 7, 2025 • 12
LOGO -- Long cOntext aliGnment via efficient preference Optimization Paper • 2410.18533 • Published Oct 24, 2024 • 43
