Virtual Dialog System Performance Assessment and Enrichment

Patent №

US 11,714,855

Granted

2023-08-01

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

7

ml · nlp · speech · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17161794

Embodiments are provided that relate to a computer system, a computer program product, and a computer-implemented method for improving performance of a virtual dialog agent system employing an automated virtual dialog agent. Embodiments involve generating ground truth (GT) from a user's knowledge base, and leveraging the GT to evaluate how the virtual dialog agent performs with the GT. The evaluation measures quality of a multi-turn virtual dialog, and generates a remediation plan directed at an algorithmic improvement of the virtual dialog agent.

Machine learningNatural languageSpeechKnowledge representationPlanningEvolutionary computationAI hardwareG06F 16/90332G06F 40/35G06F 11/3457G06F 18/2185G06F 40/216G06F 40/284G06F 40/289G06F 40/30+1 more

AI classification

Natural language1.00
Planning1.00
Knowledge representation1.00
Speech1.00
Machine learning1.00
Evolutionary computation0.98
AI hardware0.94
Vision0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 550720901

Assignors

MAHINDRU, RUCHI, KUMAR, ATUL, MANDAL, ATRI, ROSU, DANIELA

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

From the same owner

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