{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00241513","sets":["6164:6165:6630:11866"]},"path":["11866"],"owner":"44499","recid":"241513","title":["GPT系言語モデルによる国語研長単位係り受け解析"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-11-30"},"_buckets":{"deposit":"5d156a4c-8505-45c8-aa1a-18ce11bf770d"},"_deposit":{"id":"241513","pid":{"type":"depid","value":"241513","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"GPT系言語モデルによる国語研長単位係り受け解析","author_link":["665024","665025"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"GPT系言語モデルによる国語研長単位係り受け解析"},{"subitem_title":"Dependency-Parsing using Japanese Causal Language Models","subitem_title_language":"en"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"言語処理,品詞付与,依存文法解析,生成言語モデル","subitem_subject_scheme":"Other"}]},"item_type_id":"18","publish_date":"2024-11-30","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_18_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"京都大学"}]},"item_18_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Kyoto University","subitem_text_language":"en"}]},"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/241513/files/IPSJ-CH2024012.pdf","label":"IPSJ-CH2024012.pdf"},"date":[{"dateType":"Available","dateValue":"2025-12-07"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-CH2024012.pdf","filesize":[{"value":"452.7 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":"24"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"83b79294-9c8f-495f-b5de-80237c92c0a8","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_18_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"安岡, 孝一"}],"nameIdentifiers":[{}]}]},"item_18_creator_6":{"attribute_name":"著者名(英)","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Koichi, Yasuoka","creatorNameLang":"en"}],"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_18_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"GPT系言語モデル上の系列ラベリングを用いて，品詞付与・係り受け解析アルゴリズムを開発した．品詞付与においては，系列ラベリングの出力部にBellman-Ford アルゴリズムを適用することで，解析精度を向上させている．係り受け解析においては，右向きリンクは始点から終点への情報の流れに注目し，左向きリンクは逆向き(終点から始点へ) の情報の流れに注目するアルゴリズムを開発した．これらのアルゴリズムを，27 種類のGPT系日本語モデルに適用し，国語研長単位Universal Dependencies による解析精度評価をおこなった．","subitem_description_type":"Other"}]},"item_18_description_8":{"attribute_name":"論文抄録(英)","attribute_value_mlt":[{"subitem_description":"In this paper the author describes how to finetune sequence-labeling for part-of-speech tagging and dependency-parsing, using Japanese causal language models, such as GPT, LLaMA and Qwen. For part-of-speech tagging, we utilize Bellman-Ford algorithm to refine the sequence-labeling. For dependency-parsing, the author has developed an original sequence-labeling algorithm, in which leftward edges are treated reversely. The author investigates efficiency of the algorithms, applying them to twenty-seven Japanese causal language models.","subitem_description_type":"Other"}]},"item_18_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"90","bibliographic_titles":[{"bibliographic_title":"じんもんこん2024論文集"}],"bibliographicPageStart":"83","bibliographicIssueDates":{"bibliographicIssueDate":"2024-11-30","bibliographicIssueDateType":"Issued"},"bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"updated":"2025-01-19T07:38:19.887451+00:00","created":"2025-01-19T01:46:09.600424+00:00","id":241513}