Patent №
US 10,216,724
Granted
2019-02-26
Filed 2017
Owner
CONDUENT BUSINESS SERVICES, LLC
Lab
—
AI components
5
ml · nlp · vision · kr · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
15481820
Performing semantic analysis on a user-generated text string includes training a neural network model with a plurality of known text strings to obtain a first distributed vector representation of the known text strings and a second distributed vector representation of a plurality of words in the known text strings, computing a relevance matrix of the first and second distributed representations based on a cosine distance between each of the plurality of words and the plurality of known text strings, and performing a latent dirichlet allocation (LDA) operation using the relevance matrix as an input to obtain a distribution of topics associated with the plurality of known text strings.
AI classification
Ownership
CONDUENT BUSINESS SERVICES, LLC
assignment · 419300449
Assignors
SINHA, MANJIRA, MUKHERJEE, TRIDIB, VARMA, PREETHY, GUHA, SATARUPA
On an employer assignment, the assignors are typically the inventors.