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machine translation through program synthesis and decomposition

Research Project

Project/Area Number 24700136
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Intelligent informatics
Research InstitutionNagoya University (2014-2015)
National Institute of Informatics (2012-2013)

Principal Investigator

Takuya Matsuzaki  名古屋大学, 工学(系)研究科(研究院), 准教授 (40463872)

Project Period (FY) 2012-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords自然言語処理 / 日本語文法 / 機械翻訳 / 構文解析 / 文法開発 / 意味解析
Outline of Final Research Achievements

Fundamental technical issues were studied toward machine translation through deep syntactic and semantic analysis based on Combinatory Categorial Grammar. Specifically, a Japanese grammar that covers various basic constructions in Japanese was implemented and a parsing and disambiguation technique was developed. The parsing technique is based on chunk-level dependency analyzer trained on shallow annotated corpora and can be adopted to various domain. Furthermore, the effect of translation errors on the comprehension of dialogue was experimentally studied.

Report

(5 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Research-status Report
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (14 results)

All 2016 2015 2014 2013 2012 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (9 results) (of which Int'l Joint Research: 2 results,  Invited: 1 results) Remarks (3 results)

  • [Journal Article] Probabilistic Chinese word segmentation with non-local information and stochastic training2013

    • Author(s)
      Xu Sun, Yao-zhong Zhang, Takuya Matsuzaki, Yoshimasa Tsuruoka, Jun' ichi Tsujii
    • Journal Title

      Information Processing and Management

      Volume: 49 Issue: 3 Pages: 626-636

    • DOI

      10.1016/j.ipm.2012.12.003

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] Latent Structured Perceptrons for Large-Scale Learning with Hidden Information.2013

    • Author(s)
      Xu Sun,Takuya Matsuzaki,Wenjie Li
    • Journal Title

      IEEE Transactions on Knowledge and Data Engineering

      Volume: 25(9) Issue: 9 Pages: 2063-2075

    • DOI

      10.1109/tkde.2012.129

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Presentation] Translation Errors and Incomprehensibility: a Case Study using Machine-Translated Second Language Proficiency Tests2016

    • Author(s)
      Takuya Matsuzaki, Akira Fujita, Naoya Todo and Noriko H. Arai
    • Organizer
      10th Edition of its Language Resources and Evaluation Conference.
    • Place of Presentation
      スロベニア,ポルトロズ
    • Year and Date
      2016-05-23
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] EVALUATING MACHINE TRANSLATION SYSTEMS WITH SECOND LANGUAGE PROFICIENCY TESTS2015

    • Author(s)
      Takuya Matsuzaki, Akira Fujita, Naoya Todo and Noriko H. Arai
    • Organizer
      the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing
    • Place of Presentation
      中国,北京
    • Year and Date
      2015-07-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The Most Uncreative Examinee: A First Step toward Wide Coverage Natural Language Math Problem Solving2014

    • Author(s)
      Takuya Matsuzaki, Hidenao Iwane, Hirokazu Anai, Noriko H. Arai
    • Organizer
      Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI-2014)
    • Place of Presentation
      カナダ、ケベック
    • Year and Date
      2014-07-27 – 2014-07-31
    • Related Report
      2014 Research-status Report
  • [Presentation] Mathematics by machine2014

    • Author(s)
      ask others Noriko H. Arai, Takuya Matsuzaki, Hidenao Iwane, Hirokazu Anai
    • Organizer
      International Symposium on Symbolic and Algebraic Computation (ISSAC-2014)
    • Place of Presentation
      神戸
    • Year and Date
      2014-07-23 – 2014-07-25
    • Related Report
      2014 Research-status Report
    • Invited
  • [Presentation] Logical Inference on Dependency-based Compositional Semantics2014

    • Author(s)
      Ran Tian, Yusuke Miyao, Takuya Matsuzaki
    • Organizer
      the 52nd Annual Meeting of the Association for Computational Linguistics (ACL-2014)
    • Place of Presentation
      アメリカ、バルチモア
    • Year and Date
      2014-06-22 – 2014-06-27
    • Related Report
      2014 Research-status Report
  • [Presentation] Akamon: An Open Source Toolkit for Tree/Forest-Based Statistical Machine Translation2012

    • Author(s)
      Xianchao Wu, Takuya Matsuzaki, Jun'ichi Tsujii
    • Organizer
      the 50th Annual Meeting of the Association for Computational Linguistics
    • Place of Presentation
      Jeju Island, Korea
    • Related Report
      2012 Research-status Report
  • [Presentation] Toward Wide-Coverage Natural Language Mathematical Problem Solving2012

    • Author(s)
      Takuya MATSUZAKI
    • Organizer
      the 9th International Workshop on Logic and Engineering of Natural Language Semantics
    • Place of Presentation
      JA-AZMホール(宮崎)
    • Related Report
      2012 Research-status Report
  • [Presentation] Deep Context-free Grammar for Chinese with Broad-coverage

    • Author(s)
      Xiangli Wang, Yi Zhang, Yusuke Miyao, Takuya Matsuzaki and Junichi Tsujii
    • Organizer
      The Seventh SIGHAN Workshop on Chinese Language Processing
    • Place of Presentation
      Nagoya Congress Center
    • Related Report
      2013 Research-status Report
  • [Presentation] The Complexity of Math Problems -- Linguistic, or Computational?

    • Author(s)
      Takuya Matsuzaki, Hidenao Iwane, Hirokazu Anai and Noriko Arai
    • Organizer
      the 6th International Joint Conference on Natural Language Processing
    • Place of Presentation
      Nagoya Congress Center
    • Related Report
      2013 Research-status Report
  • [Remarks] 松崎拓也

    • URL

      https://researchmap.jp/mtzk/

    • Related Report
      2014 Research-status Report
  • [Remarks] 松崎拓也

    • URL

      http://researchmap.jp/mtzk/

    • Related Report
      2013 Research-status Report
  • [Remarks] ResearchMap 松崎拓也

    • URL

      http://researchmap.jp/mtzk/

    • Related Report
      2012 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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