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:
Aug. 10, 2021

Filed:

Oct. 05, 2018
Applicant:

Sap SE, Walldorf, DE;

Inventors:

Xin Zheng, Singapore, SG;

Karthik Muthuswamy, Heidelberg, DE;

Aixin Sun, Singapore, SG;

Assignee:

SAP SE, Walldorf, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 40/30 (2020.01); G06N 3/04 (2006.01); G06F 16/93 (2019.01); G06F 40/166 (2020.01); G06F 40/169 (2020.01); G06F 40/14 (2020.01); G06F 40/137 (2020.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/93 (2019.01); G06F 40/166 (2020.01); G06F 40/169 (2020.01); G06N 3/0445 (2013.01); G06F 40/137 (2020.01); G06F 40/14 (2020.01);
Abstract

Methods, systems, and computer-readable storage media for generating document representations of documents in a set of documents based on sentence embeddings that are provided using a recurrent neural network (RNN) encoder, each document including an electronic document, generating aspect representations based on sentences included in documents of the set of documents, and comment documents in a set of comment documents, determining a first topic representation based on the document representations, determining a second topic representation based on aspect saliences with respect to the first topic representation, calculating salience scores, each salience score associated with a respective sentence, and calculated based on a set of initial salience scores, and a respective aspect salience score, and generating a summary of the set of documents based on the salience scores, the summary including one or more sentences included in documents of the set of documents.


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