{"id":174769,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00174769","sets":["1164:4179:8454:8913"]},"path":["8913"],"owner":"11","recid":"174769","title":["Encoder-Decoderモデルを用いた日本語崩れ表記の正規化"],"pubdate":{"attribute_name":"公開日","attribute_value":"2016-09-22"},"_buckets":{"deposit":"75d09e17-dedf-4838-b234-2ce410823f7e"},"_deposit":{"id":"174769","pid":{"type":"depid","value":"174769","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"Encoder-Decoderモデルを用いた日本語崩れ表記の正規化","author_link":["361012","361013","361014"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Encoder-Decoderモデルを用いた日本語崩れ表記の正規化"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"深層学習とNLP","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2016-09-22","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"奈良先端科学技術大学院大学"},{"subitem_text_value":"奈良先端科学技術大学院大学"},{"subitem_text_value":"奈良先端科学技術大学院大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Nara Institute of Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Nara Institute of Science and Technology","subitem_text_language":"en"},{"subitem_text_value":"Nara Institute of Science and Technology","subitem_text_language":"en"}]},"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/174769/files/IPSJ-NL16228011.pdf","label":"IPSJ-NL16228011.pdf"},"date":[{"dateType":"Available","dateValue":"2018-09-22"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-NL16228011.pdf","filesize":[{"value":"310.5 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":"23"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"a3e47b29-ed58-43dd-b8a4-ecb58c53677a","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2016 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"池田, 大志"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"進藤, 裕之"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"松本, 裕治"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10115061","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":"2188-8779","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"近年，ソーシャルメディアの普及に伴い，ウェブ上には人々が投稿した膨大な量のテキストデータが存在するようになった．それに伴い，評価極性分析や話題抽出などの需要が高まり，ウェブ上のテキストデータは重要な言語資源であると考えられている．しかし，新聞記事データを用いて訓練した形態素解析器では，口語表現や表記揺れなどを多く含むウェブ上のテキストに対して，形態素解析誤りを起こすという問題がある．そのため，崩れ表記を含む文を正規化することで，形態素解析誤りを削減することができると考えられる．本研究では，ニューラルネットワークに基づく Encoder-decoder モデルを用いた日本語崩れ表記の正規化手法を提案する．また，擬似崩れ表記データを用いて正規化に適用した実験結果についても報告する．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告自然言語処理（NL）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2016-09-22","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"11","bibliographicVolumeNumber":"2016-NL-228"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"updated":"2025-01-20T06:35:18.340244+00:00","created":"2025-01-19T00:44:52.780386+00:00","links":{}}