{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00230141","sets":["6504:11436:11440"]},"path":["11440"],"owner":"44499","recid":"230141","title":["マスク言語モデルによる英文空所補充問題の解答能力に関する分析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2023-02-16"},"_buckets":{"deposit":"a69fcfda-8538-4ac3-9da9-543b531383be"},"_deposit":{"id":"230141","pid":{"type":"depid","value":"230141","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"マスク言語モデルによる英文空所補充問題の解答能力に関する分析","author_link":["619168","619166","619165","619169","619167"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"マスク言語モデルによる英文空所補充問題の解答能力に関する分析"}]},"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":"愛媛大"},{"subitem_text_value":"愛媛大"},{"subitem_text_value":"愛媛大"},{"subitem_text_value":"九大"},{"subitem_text_value":"阪大"}]},"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/230141/files/IPSJ-Z85-2V-07.pdf","label":"IPSJ-Z85-2V-07.pdf"},"date":[{"dateType":"Available","dateValue":"2023-11-17"}],"format":"application/pdf","filename":"IPSJ-Z85-2V-07.pdf","filesize":[{"value":"312.9 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"6cc91d16-7a15-4270-a5fe-9484e40e6927","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":"田中, 康介"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"吉見, 菜那"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"梶原, 智之"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"内田, 諭"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"荒瀬, 由紀"}],"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":"本研究では、BERTやその派生モデルが英文空所補充問題をどの程度解けるのか調査した。短文の空所を選択肢から選ぶ形式の大学入試の問題における評価実験の結果、マスク言語モデルは全体として9割を超える正解率を達成することがわかった。また、BERTは文法の問題よりも慣用表現の問題を得意とするが、ALBERTは反対の性質を持つなど、モデルごとに得意とする問題種別に違いがあることが明らかになった。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"708","bibliographic_titles":[{"bibliographic_title":"第85回全国大会講演論文集"}],"bibliographicPageStart":"707","bibliographicIssueDates":{"bibliographicIssueDate":"2023-02-16","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2023"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:29:43.484859+00:00","updated":"2025-01-19T11:16:25.593385+00:00","id":230141}