ALEXANDRIA, Va., May 26 -- United States Patent no. 12,639,512, issued on May 26, was assigned to JPMORGAN CHASE BANK N.A. (New York).
"Systems and methods for seeded neural topic modeling" was invented by Fanny Silavong (London), Sae Young Moon (Edmonton, Canada) and Antonios Georgiadis (London).
According to the abstract* released by the U.S. Patent & Trademark Office: "A method may include: receiving a seed topic word distribution; receiving a corpus of documents; generating bag of words representations for the corpus of documents; converting the corpus of documents to vector representations; training a topic modeling system using the seed topic word distribution and concatenated bag of words representations and the vector representati...