Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published 9 days ago • 92
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published 20 days ago • 110
PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts Paper • 2508.09848 • Published Aug 13, 2025 • 71
SitEmb-v1.5: Improved Context-Aware Dense Retrieval for Semantic Association and Long Story Comprehension Paper • 2508.01959 • Published Aug 3, 2025 • 59
VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning? Paper • 2505.23359 • Published May 29, 2025 • 38
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding Paper • 2502.08946 • Published Feb 13, 2025 • 191