PERFORMING SEMANTIC ANALYSES OF USER-GENERATED TEXTUAL AND VOICE CONTENT

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.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06F 40/30G06F 40/232G06N 3/02G06N 3/045G06N 3/0499G06N 3/08G06N 3/0895G06N 7/01+1 more

AI classification

Natural language1.00
Machine learning1.00
AI hardware1.00
Knowledge representation1.00
Vision0.98
Speech0.36
Planning0.02
Evolutionary computation0.00

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.

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