MUMBAI, India, July 30 -- Intellectual Property India has published a patent application (202641086868 A) filed by P Venkata Krishna on July 15, 2026, for A Low-Resource Two-Qubit Quantum Structural Interaction Layer And Hybrid System For Deterministic Sentence Comparison With Enhanced Interpretability And Technical Efficiency.

Inventors include P. V. Anand Krishna; M. Siva Parvathi; Bhavani Kumar Yellapragada; and P Venkata Krishna.

The application for the patent was published on July 24, 2026, under issue no. 30/2026.

Abstract: Classical NLP approaches rely on high-dimensional embeddings and complex models with limited interpretability. Existing quantum natural language processing (QNLP) methods, such as categorical compositional model...