Imagination Helps Visual Reasoning, But Not Yet in Latent Space Paper • 2602.22766 • Published 5 days ago • 38
Query-focused and Memory-aware Reranker for Long Context Processing Paper • 2602.12192 • Published 18 days ago • 54
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published Dec 30, 2025 • 112
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published Dec 19, 2025 • 113
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension Paper • 2508.01959 • Published Aug 3, 2025 • 60
PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts Paper • 2508.09848 • Published Aug 13, 2025 • 71
VA-π: Variational Policy Alignment for Pixel-Aware Autoregressive Generation Paper • 2512.19680 • Published Dec 22, 2025 • 12
SlideTailor: Personalized Presentation Slide Generation for Scientific Papers Paper • 2512.20292 • Published Dec 23, 2025 • 9