GENERATING ERROR EVENT DESCRIPTIONS USING CONTEXT- SPECIFIC ATTENTION

Patent №

US 11,853,149

Granted

2023-12-26

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · speech · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17471258

Generating error event descriptions by receiving a set of error messages associated with an error event, generating a tokenization of at least one line of the set of error messages, providing the tokenization to an attention head according to a context of the tokenization, providing an output of the attention head as input to a generative model, generating a description of the error event according to the output, and providing the description to a user.

Machine learningNatural languageSpeechKnowledge representationPlanningAI hardwareG06F 11/0769G06F 11/2263G06F 11/3612G06F 11/366G06F 40/205G06F 40/284G06N 3/0455G06N 3/048+2 more

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation1.00
Planning1.00
AI hardware0.99
Speech0.94
Vision0.14
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 574400680

Assignors

SHAH, ANJALI, MALLETTE, JENNIFER A., ROUKOS, SALIM

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

From the same owner

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