18498936. SYSTEMS AND METHODS FOR DETECTING MISCATEGORIZED TEXT-BASED OBJECTS (JPMORGAN CHASE BANK, N.A.)
SYSTEMS AND METHODS FOR DETECTING MISCATEGORIZED TEXT-BASED OBJECTS
Organization Name
Inventor(s)
Jessica Staddon of Redwood City CA US
Vineeth Ravi of Jersey City NJ US
Simran Lamba of Manhattan NY US
Jay Katukuri of San Jose CA US
SYSTEMS AND METHODS FOR DETECTING MISCATEGORIZED TEXT-BASED OBJECTS
This abstract first appeared for US patent application 18498936 titled 'SYSTEMS AND METHODS FOR DETECTING MISCATEGORIZED TEXT-BASED OBJECTS
Original Abstract Submitted
In some aspects, the techniques described herein relate to a method including: receiving, as input to a binary search process, a subject vector embedding and a class vector embedding, wherein the subject vector embedding is generated from a plurality of subject text strings and wherein the class vector embedding is generated from a class text string; generating a similarity score; determining that the similarity score is below a threshold value; splitting the plurality of subject text strings into a first new plurality of subject text strings and a second new plurality of subject text strings; receiving a new subject vector embedding, wherein the new subject vector embedding is generated from the first new plurality of subject text strings; and calling the binary search process recursively using the new subject vector embedding and the class vector embedding as input to the binary search process.