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. 16, 2021

Filed:

Jun. 14, 2018
Applicant:

National Institute of Information and Communications Technology, Tokyo, JP;

Inventors:

Jonghoon Oh, Tokyo, JP;

Kentaro Torisawa, Tokyo, JP;

Canasai Kruengkrai, Tokyo, JP;

Ryu Iida, Tokyo, JP;

Julien Kloetzer, Tokyo, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 40/30 (2020.01); G06F 16/33 (2019.01); G06F 16/332 (2019.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/3329 (2019.01); G06F 16/3347 (2019.01); G06N 3/08 (2013.01);
Abstract

A question answering device includes: a general word vector converter converting a question and an answer to semantic vectors in accordance with general context; a general sentence level CNN, in response to similarities of semantic vectors between words in question and answer and to strength of causality between the words, for weighting each semantic vector to calculate sentence level representations of the question and the answer; a general passage level CNN, in response to similarity between sentence level representations of question and answer, and to strength of relation of vectors in the sentence level representations viewed from causality, for weighting the sentence level representation to calculate a passage level representation for the question and answer passage; and a classifier determining whether or not an answer is a correct answer, based on the similarities between outputs from CNNsand


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