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:
Dec. 22, 2020

Filed:

Apr. 05, 2019
Applicant:

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

Inventors:

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

Paul J. Chase, Fairfax, VA (US);

Richard Darden, Leesburg, VA (US);

Michael Drzewucki, Woodbridge, VA (US);

Edward G. Katz, Washington, DC (US);

Christopher Phipps, Arlington, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/20 (2006.01); G06F 40/284 (2020.01); G06F 16/93 (2019.01); G06F 16/332 (2019.01); G06F 16/33 (2019.01); G06F 40/30 (2020.01); G06F 40/242 (2020.01);
U.S. Cl.
CPC ...
G06F 40/284 (2020.01); G06F 16/3329 (2019.01); G06F 16/3344 (2019.01); G06F 16/93 (2019.01); G06F 40/242 (2020.01); G06F 40/30 (2020.01);
Abstract

An apparatus comprising a memory and a processor configured for semi-autonomous natural language processing domain adaptation related activities. The processor coupled to the memory and configured to identify a corpus of documents of an evaluation domain and generate a first lexicon based on the corpus of documents of the evaluation domain, and determine a threshold that indicates a sufficiency of domain adaptation of the evaluation domain based at least in part on the first lexicon. The processor is further configured to identify a corpus of documents of a client domain, generate a second lexicon based on the corpus of documents of the client domain, determine a metric associated with the corpus of documents of the client domain and the second lexicon, and determine that domain adaptation of the client domain is complete when the metric exceeds the threshold.


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