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:
Jul. 14, 2020

Filed:

Jun. 15, 2016
Applicant:

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

Inventors:

John P. Bufe, Washington, DC (US);

Srinivasa Phani K. Gadde, Sommerville, MA (US);

Julius Goth, III, Franklinton, NC (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 17/20 (2006.01); G06F 40/284 (2020.01); G06N 5/04 (2006.01); G06F 40/30 (2020.01); G06F 40/289 (2020.01); G06F 40/295 (2020.01);
U.S. Cl.
CPC ...
G06F 40/284 (2020.01); G06F 40/289 (2020.01); G06F 40/295 (2020.01); G06F 40/30 (2020.01); G06N 5/045 (2013.01);
Abstract

A question answering system that determines whether a question is off-topic by performing the following steps: (i) receiving, by a question answering system, a set of documents; (ii) identifying topical subset(s) for each document of the set of documents using named entity recognition, where each topical subset relates to a corresponding topic; (iii) assigning a set of topic score(s) for each topical subset using natural language processing, where each topic score relates to a corresponding probability associated with the respective topical subset under a probabilistic language model; and (iv) determining, based, at least in part, on the topic score(s) corresponding to the topical subset(s), whether a question input into the question answering system is off-topic.


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