IDENTIFICATION OF CHANGES BETWEEN DOCUMENT VERSIONS

Patent №

US 11,630,869

Granted

2023-04-18

Filed 2020

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

7

ml · nlp · vision · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16806438

One embodiment provides a method, including: obtaining at least two documents, wherein one of the at least two documents comprises a revision different than another of the at least two documents; identifying, within each of the at least two documents, portions corresponding to groups of text containing a conceptual unit; assigning at least a subset of the identified portions to a category type corresponding to a topic of a given portion, wherein the assigning comprises (i) generating a semantic tag for the identified portions in the subset and (ii) tagging the identified portions in the subset with the semantic tag; and determining changes between the at least two documents, wherein the determining comprises (iii) aligning given portions across the at least two documents based upon a relationship between the given portions across the at least two documents, (iv) identifying semantic differences between the aligned portions, and (v) identifying any remaining unaligned portions.

Machine learningNatural languageVisionKnowledge representationPlanningEvolutionary computationAI hardwareG06F 16/93G06F 16/2474G06F 16/285G06F 16/313G06F 40/117G06F 40/279G06F 40/30G06N 5/01+2 more

AI classification

Natural language1.00
Knowledge representation1.00
Planning1.00
Vision1.00
AI hardware0.99
Evolutionary computation0.56
Machine learning0.54
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 519810271

Assignors

AGARWAL, ARVIND, MUNIGALA, VITOBHA, VASA, MITESH H., GUTTULA, SHANMUKHA, GUPTA, ANKUSH, PHAN, NICHOLAS GOMEZ

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

From the same owner

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