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  1. 学術雑誌掲載済論文
  2. 洋雑誌

Improving Basic Natural Language Processing Tools for the Ainu Language

https://kitami-it.repo.nii.ac.jp/records/8937
https://kitami-it.repo.nii.ac.jp/records/8937
1e768c82-6f61-45da-a20b-efd7e446368a
名前 / ファイル ライセンス アクション
Information Information 2019, 10(11), 329 (333.6 kB)
license.icon
Item type 学術雑誌論文 / Journal Article(1)
公開日 2020-11-02
タイトル
言語 en
タイトル Improving Basic Natural Language Processing Tools for the Ainu Language
言語
言語 eng
キーワード
主題Scheme Other
主題 Ainu language
キーワード
主題Scheme Other
主題 endangered languages
キーワード
主題Scheme Other
主題 normalization
キーワード
主題Scheme Other
主題 word segmentation
キーワード
主題Scheme Other
主題 part-of-speech tagging
資源タイプ
資源 http://purl.org/coar/resource_type/c_6501
タイプ journal article
アクセス権
アクセス権 open access
アクセス権URI http://purl.org/coar/access_right/c_abf2
著者 Nowakowski, Karol

× Nowakowski, Karol

WEKO 90478

en Nowakowski, Karol

Search repository
Ptaszynski, Michal

× Ptaszynski, Michal

WEKO 90424

en Ptaszynski, Michal

Search repository
Masui, Fumito

× Masui, Fumito

WEKO 90367

en Masui, Fumito

Search repository
Momouchi, Yoshio

× Momouchi, Yoshio

WEKO 90479

en Momouchi, Yoshio

Search repository
著者別名
姓名 プタシンスキ, ミハウ
言語 ja
著者別名
姓名 桝井, 文人
言語 ja
抄録
内容記述タイプ Abstract
内容記述 Ainu is a critically endangered language spoken by the native inhabitants of northern Japan. This paper describes our research aimed at the development of technology for automatic processing of text in Ainu. In particular, we improved the existing tools for normalizing old transcriptions, word segmentation, and part-of-speech tagging. In the experiments we applied two Ainu language dictionaries from different domains (literary and colloquial) and created a new data set by combining them. The experiments revealed that expanding the lexicon had a positive impact on the overall performance of our tools, especially with test data unrelated to any of the training sets used.
書誌情報 en : Information

巻 10, 号 11, p. 329, 発行日 2019
ISSN
収録物識別子タイプ EISSN
収録物識別子 2078-2489
DOI
識別子タイプ DOI
関連識別子 https://doi.org/10.3390/info10110329
出版者
出版者 MDPI
著者版フラグ
値 publisher
出版タイプ
出版タイプ VoR
出版タイプResource http://purl.org/coar/version/c_970fb48d4fbd8a85
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