{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00230202","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"230202","title":["BERTによる文書分類の根拠提示手法の検討"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"9ec9d4ec-c11c-409a-b452-6bf224f1803e"},"_deposit":{"id":"230202","pid":{"type":"depid","value":"230202","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"BERTによる文書分類の根拠提示手法の検討","author_link":["619342","619340","619341"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"BERTによる文書分類の根拠提示手法の検討"}]},"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":"東京情報大"},{"subitem_text_value":"東京情報大"},{"subitem_text_value":"東京情報大"}]},"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/230202/files/IPSJ-Z85-5W-03.pdf","label":"IPSJ-Z85-5W-03.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-5W-03.pdf","filesize":[{"value":"572.6 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"2db92a66-255a-42d1-9282-81fca0cd485d","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":"坂, 和樹"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"ケネス, マッキン"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"永井, 保夫"}],"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":"深層学習は自然言語処理に適用され、文書分類において有効性が示されている。その中で、BERTを用いた文書分類は推論の過程の説明が必要である。従来の手法では、提示される単語が人にとってわかりづらいという問題点が指摘されている。本発表ではBERTでの推論の根拠を提示する手法について検討を行った。具体的には、その問題点を克服するために提案されている従来手法との比較をおこない、提案手法についての考察をおこなった。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"834","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"833","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":230202,"updated":"2025-01-19T11:14:50.449570+00:00","links":{},"created":"2025-01-19T01:29:49.122694+00:00"}