{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00221115","sets":["6504:11035:11043"]},"path":["11043"],"owner":"44499","recid":"221115","title":["交渉成否検知におけるファインチューニングモデル"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-02-17"},"_buckets":{"deposit":"c31f4ead-b8eb-479d-8f8d-704759a37822"},"_deposit":{"id":"221115","pid":{"type":"depid","value":"221115","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"交渉成否検知におけるファインチューニングモデル","author_link":["578742","578741"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"交渉成否検知におけるファインチューニングモデル"}]},"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":"2022-02-17","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":"農工大"},{"subitem_text_value":"農工大"}]},"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/221115/files/IPSJ-Z84-6V-07.pdf","label":"IPSJ-Z84-6V-07.pdf"},"date":[{"dateType":"Available","dateValue":"2022-10-22"}],"format":"application/pdf","filename":"IPSJ-Z84-6V-07.pdf","filesize":[{"value":"210.1 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"a2636e03-c645-4a60-9db0-9c4f59b955fe","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"渡邉, 賢"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"藤田, 桂英"}],"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":"人間同士の交渉では、合理的な合意を得ることが困難であると考えられている。そこで、深層学習を用いた交渉支援により合理的な合意形成を導く研究が盛んになっている。本研究では、交渉ダイアログからその成否を予測するタスクにおいて、サイズの大きなデータセットを用いて事前学習を行ったモデルに対して別のデータセットでファインチューニングを行うことで、対象データセットのみの学習に比べて学習時間を短縮することができることを示す。また、入力におけるダイアログが途中までとなる交渉の初期段階でその成否を予測する問題に対して、ファインチューニングモデルを用いることで、対象データセットのみを学習したモデルに比べて予測精度を上げることができることを示す。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"754","bibliographic_titles":[{"bibliographic_title":"第84回全国大会講演論文集"}],"bibliographicPageStart":"753","bibliographicIssueDates":{"bibliographicIssueDate":"2022-02-17","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2022"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":221115,"updated":"2025-01-19T14:17:34.991501+00:00","links":{},"created":"2025-01-19T01:21:07.764061+00:00"}