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Extending predicate-argument thesaurus with large-scale language resources for applying to natural language processing and linguistic analysis

Research Project

Project/Area Number 26370485
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Linguistics
Research InstitutionOkayama University

Principal Investigator

TAKEUCHI Koichi  岡山大学, 自然科学研究科, 講師 (80311174)

Project Period (FY) 2014-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2014: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords項構造 / 名詞項構造 / 述語項構造 / 意味役割 / 述語項構造シソーラス / PropBank / コピュラ / Generative Lexicon / 名詞述語文 / 類義語データベース / 述語シソーラス
Outline of Final Research Achievements

We developed and published a new framework of nominal argument structure for Japanese. The key technique of describing arguments is number-based semantic roles, which enables us to identify each argument between paraphrased sentences in nominal predicates. We constructed 5,000 example sentences of nominal predicates; those of 13000 sentences have semantic role labels and links to the corresponding examples in the predicate thesaurus. We also constructed paraphrase data between different part-of-speech words and incorporate the paraphrase data into an argument structure analyzer. Besides, we improve the performance of the argument structure analyzer by applying a statistical learning method, and published the results in IPSJ Journal and the proceedings of International Conference PACLING 2015. We also show that the argument structure analyzer with nominal predicates enables us to improve performance of Japanese textual entailment task.

Report

(4 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • 2014 Research-status Report

Research Products

(15 results)

All 2017 2016 2015 2014 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 1 results,  Acknowledgement Compliant: 2 results) Presentation (10 results) Book (1 results) Remarks (1 results)

  • [Journal Article] 係り元の末尾表現に着目した Hierarchical Tag Context Tree を利用した日本語意味役割付与システムの構築2017

    • Author(s)
      石原 靖弘, 竹内 孔一.
    • Journal Title

      情報処理学会論文誌

      Volume: 57

    • NAID

      170000131006

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Annotating Semantic Role Information to Japanese Balanced Corpus2015

    • Author(s)
      Koichi Takeuchi, Masayuki Ueno, Nao Takeuchi.
    • Journal Title

      Proceedings of MAPLEX2015

      Volume: -

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Japanese Semantic Role Labering with Hierarchical Tag Context Trees2015

    • Author(s)
      Yasuhiro Ishihara, Koichi Takeuchi.
    • Journal Title

      Proceedings of PACLING2015

      Volume: -

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 述語項構造による言語処理2017

    • Author(s)
      竹内孔一
    • Organizer
      意味と理解の研究会
    • Place of Presentation
      FITセミナーハウス
    • Year and Date
      2017-03-25
    • Related Report
      2016 Annual Research Report
  • [Presentation] 名詞項構造付与データの構築2017

    • Author(s)
      竹内孔一
    • Organizer
      言語資源活用ワークショップ
    • Place of Presentation
      国立国語研究所
    • Year and Date
      2017-03-08
    • Related Report
      2016 Annual Research Report
  • [Presentation] 述語項構造による意味記述の可能性2015

    • Author(s)
      竹内孔一
    • Organizer
      意味と理解の研究会
    • Place of Presentation
      岡山:下電ホテル
    • Year and Date
      2015-12-19
    • Related Report
      2015 Research-status Report
  • [Presentation] BCCWJへの述語項構造シソーラスの付与による意味役割の検討2015

    • Author(s)
      竹内孔一
    • Organizer
      電子情報通信学会「言語理解とコミュニケーション研究会」
    • Place of Presentation
      名古屋工業大学
    • Year and Date
      2015-12-03
    • Related Report
      2015 Research-status Report
  • [Presentation] オブジェクト指向に基づく言語インターフェース2015

    • Author(s)
      竹内孔一
    • Organizer
      ことば工学研究会
    • Place of Presentation
      盛岡,プラザおでって
    • Year and Date
      2015-09-25
    • Related Report
      2015 Research-status Report
  • [Presentation] 名詞の項構造データの構築2015

    • Author(s)
      竹内孔一
    • Organizer
      第8回コーパス日本語学ワークショップ
    • Place of Presentation
      国立国語研究所
    • Year and Date
      2015-09-01
    • Related Report
      2015 Research-status Report
  • [Presentation] 質問応答における言語的な知識と一般的な知識の飛躍2015

    • Author(s)
      竹内 孔一, 松尾 彰悟
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      公立はこだて未来大
    • Year and Date
      2015-05-30
    • Related Report
      2015 Research-status Report
  • [Presentation] 述語項構造を意識した名詞データの構築2015

    • Author(s)
      竹内孔一
    • Organizer
      第7回コーパスワークショップ
    • Place of Presentation
      国立国語研究所(東京・立川)
    • Year and Date
      2015-03-10
    • Related Report
      2014 Research-status Report
  • [Presentation] 述語項構造シソーラスを意識した名詞の意味構造アノテーションのための名詞意味構造の検討2014

    • Author(s)
      竹内孔一
    • Organizer
      第6回コーパスワークショップ
    • Place of Presentation
      国立国語研究所(東京・立川)
    • Year and Date
      2014-09-09
    • Related Report
      2014 Research-status Report
  • [Presentation] 述語項構造シソーラスによる述語と名詞の構造化2014

    • Author(s)
      竹内孔一,石原靖弘,竹内奈央
    • Organizer
      人工知能学会全国大会
    • Place of Presentation
      ひめぎんホール(愛媛県・松山)
    • Year and Date
      2014-05-13
    • Related Report
      2014 Research-status Report
  • [Book] Computational and Cognitive Approaches to Narratology2016

    • Author(s)
      Koichi Takeuchi
    • Total Pages
      420
    • Publisher
      IGI Global
    • Related Report
      2015 Research-status Report
  • [Remarks] 述語項構造シソーラス

    • URL

      http://pth.cl.cs.okayama-u.ac.jp/

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2018-03-22  

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