{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00212217","sets":["1164:3500:10466:10598"]},"path":["10598"],"owner":"44499","recid":"212217","title":["Transformerによる言語モデルを用いた俳句生成とその評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-07-23"},"_buckets":{"deposit":"d989b3fa-177c-4ebe-872a-6ad99f59c08b"},"_deposit":{"id":"212217","pid":{"type":"depid","value":"212217","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Transformerによる言語モデルを用いた俳句生成とその評価","author_link":["540930","540931","540929","540928"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Transformerによる言語モデルを用いた俳句生成とその評価"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Transformerの応用","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2021-07-23","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"北海道大学大学院情報科学院"},{"subitem_text_value":"北海道大学大学院情報科学研究院"},{"subitem_text_value":"北海道大学大学院情報科学研究院"},{"subitem_text_value":"北海道大学大学院情報科学研究院"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/212217/files/IPSJ-IFAT21143002.pdf","label":"IPSJ-IFAT21143002.pdf"},"date":[{"dateType":"Available","dateValue":"2023-07-23"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-IFAT21143002.pdf","filesize":[{"value":"815.1 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"39"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"9638b855-f19f-486c-8b3d-898118c96c7e","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"平田, 航大"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"横山, 想一郎"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山下, 倫央"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"川村, 秀憲"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10114171","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8884","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本稿では，人工知能技術の芸術分野の応用として俳句に着目し，Transformer をベースとした言語モデルである GPT-2 を用いて俳句生成を行う．過去の俳句作品や青空文庫で学習を行い，生成された俳句に対して，季語数，音数，切れ字数に制約を持つ有季定型句の制約を評価指標として用いる．また，品詞の並びが適切である，俳句の意味が通じる，といった人間による主観評価も行う．これらの評価指標を用いて，俳句生成における言語モデルの有効性を検証する．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告情報基礎とアクセス技術（IFAT）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2021-07-23","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicVolumeNumber":"2021-IFAT-143"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":212217,"updated":"2025-01-19T17:34:15.763541+00:00","links":{},"created":"2025-01-19T01:13:12.808784+00:00"}