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:
Mar. 08, 2022

Filed:

Oct. 10, 2019
Applicant:

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

Inventors:

Odellia Boni, Giva'at Ell, IL;

Doron Cohen, Gilon Misgave, IL;

Guy Feigenblat, Givataym, IL;

David Konopnicki, Haifa, IL;

Haggai Roitman, Yokneam Elit, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/34 (2019.01); G06F 16/332 (2019.01); G06F 40/216 (2020.01); G06K 9/62 (2006.01); G06F 40/295 (2020.01);
U.S. Cl.
CPC ...
G06F 16/345 (2019.01); G06F 16/3329 (2019.01); G06F 40/216 (2020.01); G06F 40/295 (2020.01); G06K 9/6228 (2013.01);
Abstract

Automated keyphrase extraction from a digital text document. A pool of candidate keyphrases of the digital text document is created. A cross-entropy method is then employed to compute a set of output keyphrases out of the pool of candidate keyphrases, by iteratively optimizing an objective function that is configured to cause the set of output keyphrases to be descriptive of one or more main topics discussed in the digital text document. The set of output keyphrases may be used for at least one of: text summarization, text categorization, opinion mining, and document indexing.


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