Title:
LEARNING METHOD, LEARNING PROGRAM, AND LEARNING DEVICE
Document Type and Number:
WIPO Patent Application WO/2021/038849
Kind Code:
A1
Abstract:
This learning device acquires a learned model that is learned using learning data belonging to a first field and that is configured from an input layer and an intermediate layer, the intermediate layer being connected to each of a plurality of output layers. This learning device acquires a learned input layer and a learned intermediate layer of the learned model and generates a model to be learned in which a new output layer is connected to the learned intermediate layer. The learning device uses learning data belonging to a second field to execute the learning of the model to be learned.
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Inventors:
MIURA AKIBA (JP)
IWAKURA TOMOYA (JP)
IWAKURA TOMOYA (JP)
Application Number:
PCT/JP2019/034198
Publication Date:
March 04, 2021
Filing Date:
August 30, 2019
Export Citation:
Assignee:
FUJITSU LTD (JP)
International Classes:
G06N3/08
Other References:
"Chainer", HATENA BLOG, 6 March 2017 (2017-03-06), Retrieved from the Internet [retrieved on 20190926]
KUBOTA, WATARU: "Deep Learning started from scratch-participation", MISO, 13 May 2019 (2019-05-13), XP055796175, Retrieved from the Internet> [retrieved on 20190930]
KAWAMURA, TAKAHIRO ET AL.: "Preliminary Report of Fertilizing Science and Technology Thesaurus from Large-Scale Bibliographic Datasets using Word Embedding", AISHOKO, 16 February 2016 (2016-02-16), pages 1 - 6, Retrieved from the Internet [retrieved on 20190930]
SAWAYAMA, ATSUKI ET AL.: "Improving Named Entity Recognition in Tasks with Non-immediate Response Setting", PROCEEDINGS OF THE 24TH ANNUAL MEETING OF THE ASSOCIATION FOR NATURAL LANGUAGE PROCESSING, 5 March 2018 (2018-03-05), pages 921 - 924
KUBOTA, WATARU: "Deep Learning started from scratch-participation", MISO, 13 May 2019 (2019-05-13), XP055796175, Retrieved from the Internet
KAWAMURA, TAKAHIRO ET AL.: "Preliminary Report of Fertilizing Science and Technology Thesaurus from Large-Scale Bibliographic Datasets using Word Embedding", AISHOKO, 16 February 2016 (2016-02-16), pages 1 - 6, Retrieved from the Internet
SAWAYAMA, ATSUKI ET AL.: "Improving Named Entity Recognition in Tasks with Non-immediate Response Setting", PROCEEDINGS OF THE 24TH ANNUAL MEETING OF THE ASSOCIATION FOR NATURAL LANGUAGE PROCESSING, 5 March 2018 (2018-03-05), pages 921 - 924
Attorney, Agent or Firm:
SAKAI INTERNATIONAL PATENT OFFICE (JP)
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