{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00230188","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"230188","title":["対話破綻検出のためのGPT-2データ拡張に関する検討"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"150c54ad-df9f-420b-aa78-76b113bd5924"},"_deposit":{"id":"230188","pid":{"type":"depid","value":"230188","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"対話破綻検出のためのGPT-2データ拡張に関する検討","author_link":["619302","619303"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"対話破綻検出のためのGPT-2データ拡張に関する検討"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2023-02-16","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"琉球大"},{"subitem_text_value":"琉球大"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/230188/files/IPSJ-Z85-2W-06.pdf","label":"IPSJ-Z85-2W-06.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-2W-06.pdf","filesize":[{"value":"235.9 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"a6b576cd-c783-4e08-a52f-0ff70566f82f","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2023 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"宮良, 一生"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"當間, 愛晃"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"対話システムにおいて事前に対話破綻を検出し、より相応しい対話を行うことはユーザーの体験を良くする意義がある。対話破綻検出チャレンジでは対話データが公開されているが、システムによる自然な返答のデータが少ないため分布が均等ではない。本研究では、事前学習させた言語モデルに対して自然な返答を出力させることを目標として、対話データでファインチューニングを行なった。その後、ファインチューニングしたモデルによりデータ拡張を行い、対話破綻検出への影響を検証した。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"806","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"805","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":230188,"updated":"2025-01-19T11:15:13.344523+00:00","links":{},"created":"2025-01-19T01:29:47.841607+00:00"}