Invention Grant
- Patent Title: Morpheme analysis learning device, morpheme analysis device, method, and program
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Application No.: US16970890Application Date: 2019-02-19
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Publication No.: US11893344B2Publication Date: 2024-02-06
- Inventor: Jun Suzuki
- Applicant: NIPPON TELEGRAPH AND TELEPHONE CORPORATION
- Applicant Address: JP Tokyo
- Assignee: NIPPON TELEGRAPH AND TELEPHONE CORPORATION
- Current Assignee: NIPPON TELEGRAPH AND TELEPHONE CORPORATION
- Current Assignee Address: JP Tokyo
- Priority: JP 18028303 2018.02.20
- International Application: PCT/JP2019/006046 2019.02.19
- International Announcement: WO2019/163752A 2019.08.29
- Date entered country: 2020-08-18
- Main IPC: G06F40/268
- IPC: G06F40/268 ; G06N20/00 ; G06F17/18 ; G06N3/04 ; G06F40/20

Abstract:
It is possible to achieve high analysis accuracy on the whole irrespective of a coverage ratio of a morpheme dictionary. A morpheme prediction section 38 outputs a morpheme label string as a morphological analysis result of input text by inputting a resultant vector generated for each character by a vector combination section 36 into a series predictor and sequentially performing calculation. At this point, there is used the series predictor which is subjected to learning in advance such that a morpheme label string obtained by inputting a resultant vector in which a character vector and a morpheme information vector are combined and which is generated without being combined with the morpheme information vector with a specific probability into the series predictor and sequentially performing the calculation coincides with a morpheme label string of learning data.
Public/Granted literature
- US20200380207A1 MORPHEME ANALYSIS LEARNING DEVICE, MORPHEME ANALYSIS DEVICE, METHOD, AND PROGRAM Public/Granted day:2020-12-03
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