DETECTING CHANGES BETWEEN DOCUMENTS USING A MACHINE LEARNING CLASSIFIER

Patent №

US 11,645,577

Granted

2023-05-09

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16549227

A present invention embodiment detects changes between documents. A machine learning classifier is trained with one or more sections within an initial document to learn classifications for the sections. The one or more sections of the initial document serve as the classifications. One or more second sections of a second document are applied to the machine learning classifier to classify the one or more second sections. The one or more second sections are mapped to the one or more sections of the initial document based on the classification of the one or more second sections.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06F 16/35G06N 20/00G06F 16/93G06N 3/09G06N 20/20G16H 10/20G06N 3/045G06N 5/01+2 more

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation0.99
Vision0.99
AI hardware0.98
Planning0.01
Evolutionary computation0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 501470347

Assignors

GARCIA, LUIS ALEXANDRO, CLARK, ADAM T.

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

From the same owner

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