Correcting Ambiguous Japanese Sentences Based on Japanese Dependency Analysis

Shota Nemoto, Eiji Kamioka, Manami Kanamaru, Phan Xuan Tan

研究成果: Conference contribution

抄録

The purpose of this study is to correct ambiguous Japanese sentences into clear and understandable ones. Ambiguous sentences are ones that can be interpreted differently by different readers. To achieve this purpose, existing studies have corrected ambiguous sentences by replacing word order and inserting commas using word occurrence probabilistic models. However, such probabilistic models often produce sentences that do not reflect the writer's intention because they prioritize frequently used sentence patterns over sentence meanings. As a result, the corrected sentences can be clearly written but missing points. To solve the problem, this study proposes a new method which replaces the word order in a sentence focusing on the semantic connection between words and inserts commas, resulting in producing clear sentences without losing the writer's intention.

本文言語English
ホスト出版物のタイトルProceedings - AiIC 2022
ホスト出版物のサブタイトル2022 Applied Informatics International Conference: Digital Innovation in Applied Informatics during the Pandemic
出版社Institute of Electrical and Electronics Engineers Inc.
ページ13-18
ページ数6
ISBN(電子版)9781728184289
DOI
出版ステータスPublished - 2022
イベント2022 Applied Informatics International Conference, AiIC 2022 - Serdang, Malaysia
継続期間: 2022 5月 182022 5月 19

出版物シリーズ

名前Proceedings - AiIC 2022: 2022 Applied Informatics International Conference: Digital Innovation in Applied Informatics during the Pandemic

Conference

Conference2022 Applied Informatics International Conference, AiIC 2022
国/地域Malaysia
CitySerdang
Period22/5/1822/5/19

ASJC Scopus subject areas

  • 情報システム
  • 計算理論と計算数学

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