Invention Grant
- Patent Title: Learning method using machine learning to generate correct sentences, extraction method, and information processing apparatus
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Application No.: US16801930Application Date: 2020-02-26
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Publication No.: US11977975B2Publication Date: 2024-05-07
- Inventor: Tomoya Iwakura
- Applicant: FUJITSU LIMITED
- Applicant Address: JP Kawasaki
- Assignee: FUJITSU LIMITED
- Current Assignee: FUJITSU LIMITED
- Current Assignee Address: JP Kawasaki
- Agency: Fujitsu Intellectual Property Center
- Priority: JP 19038079 2019.03.01
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06F40/295

Abstract:
A learning method to be executed by a computer, the learning method includes when a first input sentence in which a predetermined target is represented by a first named entity is input to a first machine learning model, learning a first parameter of the first machine learning model such that a value output from the first machine learning model approaches correct answer information corresponding to the first input sentence; and when an intermediate representation generated when the first input sentence is input to the first machine learning model and a second input sentence in which the predetermined target is represented by a second named entity are input to a second machine learning model, learning the first parameter and a second parameter of the second machine learning model such that a value output from the second machine learning model approaches correct answer information corresponding to the second input sentence.
Public/Granted literature
- US20200279159A1 LEARNING METHOD, EXTRACTION METHOD, AND INFORMATION PROCESSING APPARATUS Public/Granted day:2020-09-03
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