US Patent Issued to Palo Alto Networks on Nov. 25 for "Contextual identifier-attribute mappings for large language models" (California Inventor)

ALEXANDRIA, Va., Nov. 25 -- United States Patent no. 12,481,652, issued on Nov. 25, was assigned to Palo Alto Networks Inc. (Santa Clara, Calif.).

"Contextual identifier-attribute mappings for large language models" was invented by Chenghung James Pan (Palo Alto, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A contextual natural language query response system (contextual system) leverages contextual attribute-identifier mappings to improve large language model (LLM) responses to natural language queries. The contextual system replaces identifiers in natural language queries with attributes according to a contextual mapping table between identifiers and attributes to generate attribute-based natural l...