Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published 6 days ago • 50
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling Paper • 2512.23959 • Published 7 days ago • 87
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents Paper • 2512.23343 • Published 8 days ago • 21
Yume-1.5: A Text-Controlled Interactive World Generation Model Paper • 2512.22096 • Published 10 days ago • 57
Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding Paper • 2512.17220 • Published 18 days ago • 108
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published Aug 22, 2025 • 160
Matrix-Game 2.0: An Open-Source, Real-Time, and Streaming Interactive World Model Paper • 2508.13009 • Published Aug 18, 2025 • 25
ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning Paper • 2508.10419 • Published Aug 14, 2025 • 74
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
Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings Paper • 2506.08592 • Published Jun 10, 2025 • 22
Rank1: Test-Time Compute for Reranking in Information Retrieval Paper • 2502.18418 • Published Feb 25, 2025 • 28
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding Paper • 2502.08946 • Published Feb 13, 2025 • 191