Takeharu Hayashi

Takeharu Hayashi

  • Machine Learning
    Data Mining

I have been developing systems with the realization of convenient living and equal opportunity for people in mind. Recently, I have been engaged in R&D using NLP and data analysis technologies. By utilizing advanced technologies, I aim to realize better experiences in mobility and in the city.

  • Department

    • Data Intelligence Platform Innovation Dept.,
      InfoTech Div.

  • Biography

    • 2022-
      Present

      Toyota Motor Corporation
      Engaging in R&D of driving data analysis

    • 2012-
      2022

      NTT DATA Corporation
      Engaged in system development / overseas expansion for government offices, project management, R&D (NLP) and PoC (big data analysis)

    • 2010-
      2012

      Master of Engineering, Department of Social Engineering, Tokyo Institute of Technology

  • Publication List/Conference presentation

    Journal papers

    • POI search log analysis by text embedding contrastive learning, ERTICO - ITS Europe, The 30th ITS World Congress in Dubai

    • Important partial sentence extraction for hierarchizing inquiries using extractive summarization and dependency analysis, Proceedings of the 28th Annual Meeting of the Association for Natural Language Processing, 2022

    • A study on local people's PM education in developing countries: from experience in IT system, Proceedings of the 13th International Conference on Project Management, pp. 430-437, 2019

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