{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00221149","sets":["6504:11035:11043"]},"path":["11043"],"owner":"44499","recid":"221149","title":["文脈を考慮した対話システムにおけるReminderの改良"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-02-17"},"_buckets":{"deposit":"31c603ac-f60e-48ee-b699-0a5487d8ceb7"},"_deposit":{"id":"221149","pid":{"type":"depid","value":"221149","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"文脈を考慮した対話システムにおけるReminderの改良","author_link":["578829","578828"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"文脈を考慮した対話システムにおけるReminderの改良"}]},"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":"eng"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"東京工科大"},{"subitem_text_value":"東京工科大"}]},"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/221149/files/IPSJ-Z84-5W-04.pdf","label":"IPSJ-Z84-5W-04.pdf"},"date":[{"dateType":"Available","dateValue":"2022-10-22"}],"format":"application/pdf","filename":"IPSJ-Z84-5W-04.pdf","filesize":[{"value":"336.1 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"737ecdb0-46e4-432a-b48a-a1ab99a8db16","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":"佐藤, 航"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"長名, 優子"}],"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":"対話システムやチャットボットが注目されており、チャットボットで自然な対話を実現させることにチャレンジしている。そのような手法のひとつとして、記憶を保持するTransformerによるチャットボットが提案されている。本研究では文脈を考慮した対話システムにおけるReminderの改良を提案する。従来のシステムでは、BERTを用いたEncoderへ文章が入力されると、Transformerを用いたReminderとDecoderを通して文脈を考慮した返答文が出力されるように学習が行われる。しかしながら、この手法では話がかみ合っておらず、返答が不自然になってしまっているという問題がある。この問題に対して、Encoderの出力の位置と記憶する会話を取得する位置を変更することで解決を目指す。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"828","bibliographic_titles":[{"bibliographic_title":"第84回全国大会講演論文集"}],"bibliographicPageStart":"827","bibliographicIssueDates":{"bibliographicIssueDate":"2022-02-17","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2022"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:21:09.727469+00:00","updated":"2025-01-19T14:16:44.574104+00:00","id":221149}