AI RESEARCH

SLASH the Sink: Sharpening Structural Attention Inside LLMs

arXiv CS.AI

ArXi:2605.10503v1 Announce Type: new Large Language Models (LLMs) show remarkable semantic understanding but often struggle with structural understanding when processing graph topologies in a serialized format. Existing solutions rely on