Invention Grant
- Patent Title: Vector generation device, sentence pair learning device, vector generation method, sentence pair learning method, and program
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Application No.: US16977045Application Date: 2019-03-04
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Publication No.: US11893353B2Publication Date: 2024-02-06
- Inventor: Kosuke Nishida , Kyosuke Nishida , Hisako Asano , Junji Tomita
- 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 18038074 2018.03.02
- International Application: PCT/JP2019/008473 2019.03.04
- International Announcement: WO2019/168202A 2019.09.06
- Date entered country: 2020-08-31
- Main IPC: G06F40/30
- IPC: G06F40/30 ; G06F40/253 ; G06F40/242 ; G06N3/08 ; G06N3/045

Abstract:
To make it possible to accurately generate a word vector even if vocabulary of a word vector data set is not limited.
In a vector generating device 10 that generates vectors representing an input sentence P, when generating a series of the vectors representing the input sentence P based on vectors corresponding to words included in the input sentence P, a definition-sentence-considered-context encode unit 280 generates, based on a dictionary DB 230 storing sets of headwords y and definition sentences Dy, which are sentences defining the headwords y, concerning a word, which is the headword stored in the dictionary DB, among the words included in the input sentence P, the series of the vectors representing the input sentence P using the definition sentence Dy of the headwords y.
In a vector generating device 10 that generates vectors representing an input sentence P, when generating a series of the vectors representing the input sentence P based on vectors corresponding to words included in the input sentence P, a definition-sentence-considered-context encode unit 280 generates, based on a dictionary DB 230 storing sets of headwords y and definition sentences Dy, which are sentences defining the headwords y, concerning a word, which is the headword stored in the dictionary DB, among the words included in the input sentence P, the series of the vectors representing the input sentence P using the definition sentence Dy of the headwords y.
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