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. 17, 2017

Filed:

Jul. 03, 2014
Applicant:

Microsoft Corporation, Redmond, WA (US);

Inventors:

Jason Williams, Seattle, WA (US);

Geoffrey Zweig, Sammamish, WA (US);

Aparna Lakshmiratan, Kirkland, WA (US);

Carlos Garcia Jurado Suarez, Redmond, WA (US);

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/00 (2013.01); G06F 3/16 (2006.01); G10L 15/22 (2006.01); G06F 17/27 (2006.01); G06F 17/30 (2006.01); G10L 15/18 (2013.01);
U.S. Cl.
CPC ...
G06F 3/167 (2013.01); G06F 17/279 (2013.01); G06F 17/30654 (2013.01); G10L 15/1822 (2013.01); G10L 15/22 (2013.01); G10L 2015/223 (2013.01); G10L 2015/226 (2013.01);
Abstract

Conversational interactions between humans and computer systems can be provided by a computer system that classifies an input by conversation type, and provides human authored responses for conversation types. The input classification can be performed using trained binary classifiers. Training can be performed by labeling inputs as either positive or negative examples of a conversation type. Conversational responses can be authored by the same individuals that label the inputs used in training the classifiers. In some cases, the process of training classifiers can result in a suggestion of a new conversation type, for which human authors can label inputs for a new classifier and write content for responses for that new conversation type.


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