SYSTEMS AND METHODS FOR CONTINUAL UPDATING OF RESPONSE GENERATION BY AN ARTIFICIAL INTELLIGENCE CHATBOT

Patent №

US 11,823,061

Granted

2023-11-21

Filed 2022

Owner

CAMBIA HEALTH SOLUTIONS, INC.

Lab

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

18051474

Methods and systems are provided for a natural language processing system comprising a chatbot adapted for dialog generation. In one example, the system may include a combination of a variational autoencoder (VAE) and a generative adversarial network (GAN) for generating natural responses to input queries. The VAE may convert queries into vector embeddings that may then be used by the GAN to continuously update and improve responses provided by the chatbot.

Machine learningNatural languageSpeechKnowledge representationAI hardwareG06F 40/35G06F 40/30G06N 3/006G06N 3/045G06N 3/0455G06N 3/0464G06N 3/047G06N 3/0475+9 more

AI classification

Natural language1.00
Machine learning1.00
Speech1.00
Knowledge representation1.00
AI hardware0.99
Vision0.36
Planning0.05
Evolutionary computation0.01

Ownership

CAMBIA HEALTH SOLUTIONS, INC.

assignment · 616020352

Assignors

MA, WEICHENG, CAO, KAI, PAN, BEI, CHEN, LIN, LI, XIANG

On an employer assignment, the assignors are typically the inventors.

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