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:
Jun. 18, 2024

Filed:

Dec. 27, 2019
Applicant:

Industrial Technology Research Institute, Hsinchu, TW;

Inventors:

Min-Hsin Shen, Taichung, TW;

Yao-Chung Fan, Kaohsiung, TW;

Hui-Lan Hung, Changhua, TW;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06F 16/23 (2019.01); G06F 16/33 (2019.01); G06F 16/332 (2019.01); G06F 16/35 (2019.01); G06N 5/02 (2023.01); G06N 5/025 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 16/2365 (2019.01); G06F 16/3329 (2019.01); G06F 16/3344 (2019.01); G06F 16/355 (2019.01); G06N 5/02 (2013.01); G06N 5/025 (2013.01); G06N 20/00 (2019.01);
Abstract

A question-answering learning method including the following steps is provided. Firstly, several classifiers are created according to Nlabeled sentences among N sentences. Then, at least one corresponding sentence type of each of the Nunlabeled sentences among the N sentences is determined by each classifier. Then, Nsentences are selected from the Nunlabeled sentences according to a degree of consistency of determined results of the classifiers, wherein the determined results of the Nsentences are determined by the classifiers and are inconsistent. Then, Nmutually complementary sentences are selected as to-be-labeled sentences from the Nsentences. Then, after the Nselected to-be-labeled sentences are labeled, several classifiers are re-created according to the Nlabeled sentences and the Nselected to-be-labeled sentences. Then, at least one of the previously created classifiers is added to the currently created classifiers to be members of the classifiers.


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