The Geometry of Thought: Disclosing the Transformer as a Tropical Polynomial Circuit. - Faruk Alpay; Bilge Senturk (CoRR, 2026)

Topological Relational Theory: A Simplicial-Complex View of Functional Dependencies, Lossless Decomposition, and Acyclicity. - Bilge Senturk; Faruk Alpay (CoRR, 2026)

Attention Meets Reachability: Structural Equivalence and Efficiency in Grammar-Constrained LLM Decoding. - Faruk Alpay; Bilge Senturk (CoRR, 2026)