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Development of incremental dependency parsing techniques for spoken language applications

Research Project

Project/Area Number 25730134
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionNagoya University

Principal Investigator

Ohno Tomohiro  名古屋大学, 情報基盤センター, 助教 (20402472)

Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2015: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords依存構造解析 / 漸進的処理 / 構文解析 / 話し言葉処理 / 字幕生成 / リアルタイム処理 / 入力予測 / 語順整序 / 改行挿入
Outline of Final Research Achievements

In this research, we developed a new incremental dependency parser which is necessary for a spoken language application such as simultaneous interpretation and real-time captioning. Our parser identifies not only dependencies between inputted bunsetsus but also independencies between bunsetsus of which the modified bunsetsu has not been inputted and any other inputted bunsetsus, whenever a bunsetsu is inputted. In addition, if there are two or more bunsetsus of which the modified bunsetsu has not been inputted, our parser detects whether or not those bunsetsus depend on a same non-inputted bunsetsu. Next, to improve the performance of an incremental dependency parser, we constructed a large-scale dataset which expresses a process of human language processing, and revealed parts of human capacities and behaviors on incremental dependency parsing. Furthermore, we developed a method which can concurrently execute dependency parsing and word reordering.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • Research Products

    (11 results)

All 2016 2015 2014 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results,  Acknowledgement Compliant: 2 results) Presentation (6 results) (of which Int'l Joint Research: 1 results) Remarks (3 results)

  • [Journal Article] Japanese Word Reordering Based on Concurrent Execution with Dependency Parsing2016

    • Author(s)
      大野 誠寛, 吉田 和史, 加藤 芳秀, 松原 茂樹
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J99-D Issue: 2 Pages: 201-213

    • DOI

      10.14923/transinfj.2015JDP7038

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2016-02-01
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Incremental Dependency Parsing Identifying Dependencies and Independencies between Words2015

    • Author(s)
      大野誠寛, 松原茂樹
    • Journal Title

      電子情報通信学会論文誌D 情報・システム

      Volume: J98-D Issue: 4 Pages: 709-718

    • DOI

      10.14923/transinfj.2014JDP7088

    • ISSN
      1880-4535, 1881-0225
    • Year and Date
      2015-04-01
    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] 漸進的係り受け解析の出力構造 -人間の文解析過程のアノテーション-2016

    • Author(s)
      大野 誠寛, 松原 茂樹
    • Organizer
      言語処理学会第22回年次大会
    • Place of Presentation
      東北大学川内北キャンパス(宮城県・仙台市)
    • Year and Date
      2016-03-09
    • Related Report
      2015 Annual Research Report
  • [Presentation] Japanese Word Reordering Executed Concurrently with Dependency Parsing and Its Evaluation2015

    • Author(s)
      Tomohiro Ohno, Kazushi Yoshida, Yoshihide Kato, Shigeki Matsubara
    • Organizer
      The 15th European Workshop on Natural Language Generation (ENLG2015)
    • Place of Presentation
      ブライトン(イギリス)
    • Year and Date
      2015-09-10
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 係り受け解析との統合に基づく日本語文の語順整序2015

    • Author(s)
      吉田 和史, 大野 誠寛, 加藤 芳秀, 松原 茂樹
    • Organizer
      情報処理学会 第220回自然言語処理研究会
    • Place of Presentation
      九州大学医学部百年講堂
    • Year and Date
      2015-01-20
    • Related Report
      2014 Research-status Report
  • [Presentation] Japanese Word Reordering Integrated with Dependency Parsing2014

    • Author(s)
      Kazushi Yoshida, Tomohiro Ohno, Yoshihide Kato, Shigeki Matsubara
    • Organizer
      The 25th International Conference on Computational Linguistics (COLING2014)
    • Place of Presentation
      Dublin, Ireland
    • Year and Date
      2014-08-26
    • Related Report
      2014 Research-status Report
  • [Presentation] Dependency Structure for Incremental Parsing of Japanese and its Application

    • Author(s)
      Tomohiro Ohno,Shigeki Matsubara
    • Organizer
      The 13th International Conference on Parsing Technologies (IWPT2013)
    • Place of Presentation
      奈良市
    • Related Report
      2013 Research-status Report
  • [Presentation] 未入力文節との構文的関係を考慮する漸進的な係り受け解析

    • Author(s)
      村田 匡輝,大野 誠寛,松原 茂樹
    • Organizer
      言語処理学会第20回年次大会
    • Place of Presentation
      北海道大学
    • Related Report
      2013 Research-status Report
  • [Remarks] 音声言語アプリケーションのための漸進的係り受け解析技術の開発

    • URL

      http://slp.itc.nagoya-u.ac.jp/~ohno/kaken/incre-dep-parsing/index.html

    • Related Report
      2015 Annual Research Report
  • [Remarks] 音声言語アプリケーションのための漸進的係り受け解析技術の開発

    • URL

      http://slp.itc.nagoya-u.ac.jp/~ohno/kaken/incre-dep-parsing/

    • Related Report
      2014 Research-status Report
  • [Remarks] 音声言語アプリケーションのための漸進的係り受け解析技術の開発

    • URL

      http://slp.itc.nagoya-u.ac.jp/~ohno/kaken/incre-dep-parsing/

    • Related Report
      2013 Research-status Report

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Published: 2014-07-25   Modified: 2019-07-29  

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