SYSTEMS AND METHODS FOR GENERATING DYNAMIC HUMAN-LIKE CONVERSATIONAL RESPONSES USING A MODULAR ARCHITECTURE FEATURING LAYERED DATA MODELS IN NON-SERIAL ARRANGEMENTS WITH GATED NEURAL NETWORKS

Patent №

US 11,836,168

Granted

2023-12-05

Filed 2023

Owner

CITIBANK, N.A.

Lab

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

18175205

Systems and methods for providing an artificial intelligence-based solution in a dynamic environment that requires models with varying degrees of nuance and specialization. One such dynamic environment relates to generating dynamic human-like conversational responses based on complex data. In particular, systems and methods recite generating dynamic human-like conversational responses using a modular architecture featuring layered data models with gated neural networks. The modular architecture compartmentalizes the various components and functions of an application. That is, the architecture may support multiple layers, each featuring models performing specific functions and/or having been trained on using specific data and/or algorithms.

AI classification

Machine learning1.00
AI hardware1.00
Knowledge representation1.00
Natural language1.00
Speech0.99
Vision0.49
Planning0.02
Evolutionary computation0.00

Ownership

CITIBANK, N.A.

assignment · 628140530

Assignors

MARTINEZ GUTIERREZ, JOENTENY DAVID

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

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