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:
Nov. 10, 2020

Filed:

Dec. 15, 2017
Applicant:

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

Inventors:

Carmine Dimascio, West Roxbury, MA (US);

Benjamin L. Johnson, Baltimore City, MD (US);

Florian Pinel, New York, NY (US);

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 9/54 (2006.01); G10L 15/22 (2006.01); G10L 15/06 (2013.01); G10L 15/18 (2013.01); G06N 20/00 (2019.01); G06F 17/28 (2006.01); G06F 17/27 (2006.01); G06F 40/35 (2020.01); G06F 40/56 (2020.01);
U.S. Cl.
CPC ...
G06F 9/541 (2013.01); G06F 40/35 (2020.01); G06F 40/56 (2020.01); G06N 20/00 (2019.01); G10L 15/063 (2013.01); G10L 15/1815 (2013.01); G10L 15/22 (2013.01);
Abstract

Systems, methods, and computer-readable media for constructing a conversation model using documentation of an application programming interface (API) are disclosed. The conversation model can be used to train a natural language classifier. API endpoints may be represented in the API documentation as (verb, resource, element) tuples. These tuples can be converted into intent and parameters of the API endpoints can be converted into entities. In addition, example utterances may be created for each intent. The conversation model can be generated using the intents, example utterances, and/or entities.


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