METHOD AND SYSTEM FOR PROVIDING USER-SPECIFIC EXPLANATIONS FOR OUTPUT GENERATED BY ARTIFICIAL NEURAL NETWORK MODEL

Patent №

US 11,636,262

Granted

2023-04-25

Filed 2020

Owner

WIPRO LIMITED

Lab

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16741992

This disclosure relates to method and system for providing user-specific explanations for an output generated by an Artificial Neural Network (ANN) model. The method may include receiving a training dataset, and identifying one or more relevant features from the training dataset. The method may further include distributing the one or more relevant features into a plurality of groups. The plurality of groups may correspond to a plurality of levels of domain knowledge of users. The method may further include generating a plurality of vocabularies of explanations for an output generated by the ANN model for the training dataset corresponding to the plurality of groups, using the one or more relevant features.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06F 40/242G16H 30/40G06F 40/56G06N 3/044G06N 3/0442G06N 3/045G06N 3/0455G06N 3/0464+9 more

AI classification

Natural language1.00
Machine learning1.00
Speech1.00
Knowledge representation1.00
AI hardware0.99
Vision0.96
Planning0.03
Evolutionary computation0.00

Ownership

WIPRO LIMITED

assignment · 515070216

Assignors

IYER, MANJUNATH RAMACHANDRA, NAGARAJ, CHANDRASHEKAR BANGALORE

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

From the same owner

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