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:
Feb. 21, 2023

Filed:

Oct. 31, 2019
Applicant:

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

Inventors:

Anup Kalia, Elmsford, NY (US);

Chen Lin, Elmsford, NY (US);

Jin Xiao, White Plains, NY (US);

Maja Vukovic, New York, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/211 (2020.01); G06N 20/00 (2019.01); G06K 9/62 (2022.01); G06V 30/414 (2022.01);
U.S. Cl.
CPC ...
G06F 40/211 (2020.01); G06K 9/6267 (2013.01); G06N 20/00 (2019.01); G06V 30/414 (2022.01);
Abstract

One embodiment of the invention provides a method for entity extraction, comprising determining a set of part-of-speech (POS) tags based on one or more documents, determining a concept in the one or more documents based on the set of POS tags, and extracting one or more phrases from the one or more documents based on the concept. The method further comprises generating a first set of rules corresponding to the concept based on the one or more phrases, generating a second set of rules specific to a domain based on the first set of rules, and learning, via an adapter grammar, a structure of one or more named entities in the one or more documents based on the second set of rules.


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