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J-GLOBAL ID:200901085299246330   Update date: Jan. 31, 2024

Takamura Hiroya

タカムラ ヒロヤ | Takamura Hiroya
Affiliation and department:
Job title: Professor
Research field  (1): Intelligent informatics
Research keywords  (2): Natural language processing ,  自然語処理
Research theme for competitive and other funds  (18):
  • 2020 - 2023 4D Earth Captioning
  • 2018 - 2023 表現学習による語彙的変異の通言語的研究
  • 2017 - 2020 Text Summarization Based on the Combination of Neural Models and Optimization Technologies
  • 2014 - 2017 Computational approach for finding a quantitative law on human word recognition
  • 2014 - 2017 Development of methods for extractive and abstractive text summarization based on machine learning with large-scale data
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Papers (39):
  • Kasumi Aoki, Akira Miyazawa, Tatsuya Ishigaki, Tatsuya Aoki, Hiroshi Noji, Keiichi Goshima, Hiroya Takamura, Yusuke Miyao, Ichiro Kobayashi. Controlling contents in data-to-document generation with human-designed topic labels. Computer Speech and Language. 2021. 66
  • Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Manabu Okumura, Hiroya Takamura. Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers. CoRR. 2021. abs/2102.00819
  • Yukun Feng, Chenlong Hu, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Improving Character-Aware Neural Language Model by Warming up Character Encoder under Skip-gram Architecture. Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021)(RANLP). 2021. 421-427
  • Chenlong Hu, Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. One-class Text Classification with Multi-modal Deep Support Vector Data Description. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume(EACL). 2021. 3378-3390
  • Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Manabu Okumura, Hiroya Takamura. Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers. Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume(EACL). 2021. 3062-3071
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MISC (52):
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Books (2):
  • Solving Crossword Puzzles Using Extended Potts Model
    Springer 2009
  • Solving Crossword Puzzles Using Extended Potts Model
    Springer 2009
Lectures and oral presentations  (51):
  • Text Summarization Model based on Maximum Coverage Problem and its Variant
    (EACL 2009 2009)
  • Cool Blog Classification from Positive and Unlabled Examples
    (PAKDD2009 2009)
  • Structured Output Learning with Polynomial Kernel
    (RANLP-09 2009)
  • Text Summarization Model based on the Budgeted Median Problem
    (CIKM 2009 2009)
  • Sentiment Classification with Support Vector Machines and Multiple Kernel Functions
    (16th International Conference on Neural Information Processing 2009)
more...
Education (3):
  • - 2003 Nara Institute of Science and Technology Graduate School, Division of Information Science
  • - 2000 The University of Tokyo Graduate School, Division of Engineering
  • - 1997 The University of Tokyo
Professional career (1):
  • Doctor of Engineering (Nara Institute of Science and Technology)
Work history (3):
  • 2017/10 - 2021/03 Tokyo Institute of Technology Professor
  • - 2017 Tokyo Institute of Technology Institute of Innovative Research Associate Professor
  • 2003 - Tokyo Institute of Technology Precision and Intelligence Laboratory Assistant Professor
Association Membership(s) (2):
IPSJ ,  情報処理学会
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