US Patent Issued to DRIMCO on Dec. 23 for "Decarbonizing BERT with topics for efficient document classification" (German, Swiss Inventors)

ALEXANDRIA, Va., Dec. 23 -- United States Patent no. 12,505,142, issued on Dec. 23, was assigned to DRIMCO GMBH (Munich).

"Decarbonizing BERT with topics for efficient document classification" was invented by Pankaj Gupta (Munich), Thomas Runkler (Munich) and Khushbu Saxena (Zurich, Switzerland).

According to the abstract* released by the U.S. Patent & Trademark Office: "Various embodiments of the teachings herein include a computer-implemented method of fine-tuning Natural Language Processing (NLP) models. Some examples include: providing a training data set including a multitude of training text documents; providing a NLP model including a Neural Network (NN) based Topic Model (TM) having scalable TM parameters and a parallel large-scal...