EVALUATION FRAMEWORK FOR INTENT AUTHORING PROCESSES

Patent №

US 11,106,875

Granted

2021-08-31

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · nlp · speech · kr

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16417459

Evaluating intent authoring processes, by a processor in a computing environment. Results are received of a simulated intent labeling effort of a dataset comprising utterances of interactive dialog sessions between agents and clients for a given product or service. Figures of merits for respective algorithms used to perform the simulated intent labeling effort are computed. Each of the respective algorithms are evaluated according to the computed figures of merits; and one of the respective algorithms is implemented for labeling intents of a remaining corpus of the synthesized dataset according to parameters evaluated in the computed figures of merits.

Machine learningNatural languageSpeechKnowledge representationG06F 40/30G06F 16/2365G06F 16/90332G06F 16/906G06F 40/35G06N 20/00G06N 20/20G06N 5/01

AI classification

Natural language1.00
Speech1.00
Machine learning1.00
Knowledge representation0.80
Vision0.24
AI hardware0.01
Planning0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 492530536

Assignors

HO, TIN KAM, SHSH, ABHISHEK, MALLINAR, NEIL, UGRANI, RAJENDRA G., GUPTA, AYUSH

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

From the same owner

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