The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jan. 03, 2023

Filed:

Feb. 17, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Donna K. Byron, Petersham, MA (US);

Edward Graham Katz, Washington, DC (US);

Christopher F. Ackermann, Fairfax, VA (US);

Charles E. Beller, Baltimore, MD (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/35 (2019.01); G06F 16/33 (2019.01); G06F 16/332 (2019.01); G06K 9/62 (2022.01); G06F 40/169 (2020.01); G06N 7/00 (2006.01); G06F 40/295 (2020.01); G06F 40/216 (2020.01);
U.S. Cl.
CPC ...
G06F 16/355 (2019.01); G06F 16/3329 (2019.01); G06F 16/3334 (2019.01); G06F 40/169 (2020.01); G06F 40/295 (2020.01); G06K 9/6221 (2013.01); G06N 7/005 (2013.01); G06F 40/216 (2020.01);
Abstract

A mechanism is provided in a data processing system to implement a cognitive natural language processing (NLP) system with descriptor uniqueness identification to support named entity mention clustering. The mechanism annotates a set of documents from a corpus of documents for entity types and mentions, collects descriptor usages from all documents in the corpus of documents, analyzes the descriptor usages to classify the descriptors as base terms or modifier terms, generates compatibility scores for the descriptors, and performs entity merging of entity clusters based on the compatibility scores.


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