UNSUPERVISED CORPUS EXPANSION USING DOMAIN-SPECIFIC TERMS

Patent №

US 11,615,154

Granted

2023-03-28

Filed 2021

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17177459

In an approach to unsupervised corpus expansion using domain-specific terms, one or more computer processors retrieve one or more domain-specific terms from a corpus of text. One or more computer processors search the World Wide Web for the one or more domain-specific terms to produce a plurality of web pages associated with each of the one or more domain-specific terms. One or more computer processors determine a confidence score for each of the plurality of web pages. One or more computer processors determine the confidence score of at least one of the plurality of web pages exceeds a pre-defined threshold. One or more computer processors add the at least one of the plurality of web pages to the corpus of text.

AI classification

Natural language1.00
Machine learning1.00
AI hardware1.00
Planning0.99
Knowledge representation0.98
Vision0.77
Speech0.01
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 552940074

Assignors

CHOWDHURY, MD FAISAL MAHBUB, GLIOZZO, ALFIO MASSIMILIANO

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

From the same owner

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