US Patent Issued to NEC on Dec. 30 for "Concept-conditioned and pretrained language models based on time series to free-form text description generation" (New Jersey Inventors)

ALEXANDRIA, Va., Dec. 31 -- United States Patent no. 12,511,476, issued on Dec. 30, was assigned to NEC Corp. (Tokyo).

"Concept-conditioned and pretrained language models based on time series to free-form text description generation" was invented by Yuncong Chen (Plainsboro, N.J.), Yanchi Liu (Monmouth Junction, N.J.), Wenchao Yu (Plainsboro, N.J.) and Haifeng Chen (West Windsor, N.J.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computer-implemented method for employing a time-series-to-text generation model to generate accurate description texts is provided. The method includes passing time series data through a time series encoder and a multilayer perceptron (MLP) classifier to obtain predicted concept...