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.
Patent No.:
Date of Patent:
Oct. 05, 2021
Filed:
Oct. 10, 2017
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Donna K. Byron, Petersham, MA (US);
Benjamin L. Johnson, Baltimore City, MD (US);
Ladislav Kunc, Prague, CZ;
Mary D. Swift, Rochester, NY (US);
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01); G06F 16/33 (2019.01); G06F 40/30 (2020.01); G06F 40/247 (2020.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06F 16/3344 (2019.01); G06F 40/247 (2020.01); G06F 40/284 (2020.01); G06F 40/30 (2020.01);
Abstract
A computer-implemented method for building a semantic analysis model. In one embodiment, the computer-implemented method includes creating proxy tags comprising a set of surface form variants. The computer-implemented method creates training examples comprising a combination of terminal tokens and at least one of the proxy tags. The computer-implemented method builds the semantic analysis model using the training examples.