US Patent Issued to Distributed Analytics Solutions on Dec. 16 for "Reliable outputs from large language models for multi-label classification tasks" (British Inventors)

ALEXANDRIA, Va., Dec. 16 -- United States Patent no. 12,499,134, issued on Dec. 16, was assigned to Distributed Analytics Solutions Ltd. (London).

"Reliable outputs from large language models for multi-label classification tasks" was invented by Stylianos Kapetanakis (London), Khuong An Nguyen (London), Nery Riquelme-Granada (London) and Zhiyuan Luo (London).

According to the abstract* released by the U.S. Patent & Trademark Office: "Aspects disclosed provide system and methods for providing reliability measures to outputs of large language models (LLMs). The system and methods do this by integrating Large Language Models (LLMs) in a multi-label classification setting, utilizing the Conformal Prediction (CP) framework. This approach ensur...