Semantic Layered Embedding Diffusion in Large Language Models for Multi-Contextual Consistency

Irin Kabakum, Thomas Montgomery, Daniel Ravenwood +1

The Semantic Layered Embedding Diffusion (SLED) mechanism redefines the representation of hierarchical semantics within transformer-based architectures, enabling enhanced contextua…