Labeled Incidence Structures for Native Transformer Modeling of Text, Knowledge Graphs, and Hypergraphs

A theoretical arXiv paper proposing a unified mathematical framework for transformers to natively process text, knowledge graphs, and hypergraphs.

Auto-scored: This is a foundational research paper with no immediate safety, misuse, or governance implications.