Curriculum Vitae
Name
Makoto Miwa
Nationality
Japan
Work Address
Toyota Technological Institute
2-12-1 Hisakata, Tempaku-ku, Nagoya, 468-8511, Japan
Degrees
- Bachelor of Engineering, the University of Tokyo, 2003
- Master of Science, the University of Tokyo, 2005
- Doctor of Science, the University of Tokyo, 2008
Employment History
- Researcher, Graduate School of Information Science and Technology, the University of Tokyo (2008-2011)
- Research Associate, School of Computer Science, University of Manchester (2011-2014)
- Associate Professor, Department of Advanced Science and Technology, Toyota Technological Institute (2014-2023)
- Visiting Researcher, Artificial Intelligence Research Center, National Institute of Advanced Industrial Science
and Technology (2015-)
- Professor, Department of Advanced Science and Technology, Toyota Technological Institute (2024-)
Teaching Experience
- Undergraduate
- Basics and Practice on Computer Programming 1 (Spring, 2014)
- Software Engineering Laboratory (Spring, 2014-)
- Basics and Practice on Computer Programming 2 (Fall, 2014)
- Programming Techniques (Spring, 2015-2024)
- Computer Architecture (Spring, 2015-2016) (Fall, 2017-)
- Basic Engineering Laboratory 2 (Fall, 2016-2017)
- Discrete Mathematics (Spring, 2018-)
- Advanced Topics and Practice on Computer Programming (Spring, 2022-2024)
- Intensive Seminar on Practical Data Science (Fall, 2022-)
- Artificial Intelligence and Deep Learning Experiments 1 (Spring, 2024-)
- Machine Learning Basics (Fall, 2024-)
- Graduate
- Introduction to Machine Learning 1 (Fall, 2015-2023)
- Discrete Mathematics 2 (Fall, 2016)
Research Interests
- Natural language processing
- Deep learning
- Artificial intelligence in games
Software/Services
Publications
Refer to my publication list
Professional Services
Editorial Board
- Frontiers in Research Metrics and Analytics 2019-
- 自然言語処理 2016-2020
- 情報処理学会論文誌 2017-2021
- 電子情報通信学会和文論文誌 2020-2024
- Transactions of the Association for Computational Linguistics (TACL) Standing Reviewer, 2019-
- Computational Linguistics 2021-2024 (Standing Reviewer), 2024- (Editor)
Area Chair
- International Conference on Computational Linguistics (COLING), 2020, 2025
- AAAI Conference on Artificial Intelligence, 2020
- Annual meeting of the Association for Computational Linguistics (ACL), 2021, 2023 (SAC)
- Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018, 2020, 2021, 2024 (SAC)
- ACL Rolling Review, 2021 Nov, 2022 Jan, Feb, Jun, Oct, 2023 Oct, Dec, 2024 Feb
- Conference of the International Joint Conference on Natural Language Processing (IJCNLP) and the Asia-Pacific
Chapter of the Association for Computational Linguistics (IJCNLP-AACL) 2023 (SAC)
Program Committee Member
- ACL Special Interest Group on Biomedical Natural Language Processing (SIGBIOMED) Vice Chair, 2023-
- International Workshop on Symbolic-Neural Learning (SNL), 2017-2019, 2022-2023, 2024 (Co-Chair)
- NLP若手の会, 2015, 2016
- 言語処理学会年次大会, 2019, 2020, 2024 (PC副委員長)
- 情報処理学会 ゲーム情報学研究会運営委員, 2015-2017
- 情報科学若手の会, 2006, 2007, 2008
- 情報処理学会 自然言語処理研究会運営委員, 2019-2021
- 夏のプログラミング・シンポジウム 2010
Journal Referee
- ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2016, 2021, 2022
- ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2020
- Advances in Bioinformatics, 2012
- Applied Computing and Informatics, 2018
- Artificial Intelligence, 2019
- Bioinformatics, 2011, 2012, 2014, 2015, 2016, 2020, 2021, 2022
- BMC Bioinformatics, 2011, 2012, 2014, 2017, 2019
- BMC Medical Informatics and Decision Making, 2020
- BMC Supplements, 2020
- Computational Intelligence, 2011
- Complutational Linguistics, 2021
- Computers in Biology and Medicine, 2014
- Database, 2015, 2017, 2018, 2022
- Engineering Applications of Artificial Intelligence (EAAI), 2015
- Expert Systems With Applications, 2017, 2020-2023
- Genomics and Computational Biology, 2015
- IEEE/ACM Transactions on Audio Speech and Language Processing, 2019, 2020
- IEEE Access, 2023
- IEEE Transactions on Artificial Intelligence, 2023
- IEEE Transactions on Big Data, 2020
- IEEE Transactions on Knowledge and Data Engineering, 2023
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2017, 2022, 2023, 2024
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
- Information Sciences, 2019, 2021, 2022
- Information Processing & Management (IP&M), 2021-2023
- Journal of Biomedical Informatics (JBI), 2012, 2014, 2015, 2016, 2017, 2023
- Journal of Biological Systems, 2011, 2014
- Journal of Computer Science and Technology, 2011
- Knowledge and Information Systems (KAIS), 2021
- Knowledge-Based Systems, 2022
- Neurocomputing, 2015, 2019, 2021, 2023, 2024
- Nucleic Acids Research, 2011
- Patterns, 2022
- PLOS ONE, 2015, 2017
- Statistical Applications in Genetics and Molecular Biology, 2013
- Traitement Automatique des Langues (TAL), 2013
- Transactions of the Association for Computational Linguistics (TACL), 2019-2024
- 情報処理学会論文誌, 2008, 2010, 2011, 2012, 2014, 2016, 2019
- 情報処理学会論文誌データベース, 2020
- 自然言語処理, 2016, 2021, 2022, 2024
- 人工知能学会論文誌, 2014, 2016
- 電子情報通信学会論文誌, 2017, 2018, 2019
- 日本ソフトウェア科学会コンピュータソフトウェア誌, 2014
Reviewer
- AAAI Conference on Artificial Intelligence, 2021, 2023, 2024, 2025
- ACL Rolling Review, 2021 May, Sep, Oct
- ACM International Workshop on Data and Text Mining in Biomedical Informatics (DTMBIO), 2011-2018
- Advances in Computer Games, 2019
- Annual meeting of the Association for Computational Linguistics (ACL), 2017-2019
- Annual meeting of the Association for Computational Linguistics (ACL) System Demonstrations, 2018-2019
- Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2016,
2018-2019
- BioNLP Workshop, 2013-2018
- Biomedical Linked Annotation Hackathon (BLAH), 2015
- Conference on Computers and Games (CG), 2018
- Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL) and the
International Joint Conference on Natural Language Processing (IJCNLP), 2021, 2023
- Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2011
- Conference on Empirical Methods in Natural Language Processing (EMNLP), 2011, 2013, 2015-2017, 2021, 2022
- Conference on Empirical Methods in Natural Language Processing (EMNLP) System Demonstrations, 2019-2020
- Conference on Neural Information Processing Systems, 2023, 2024
- European Conference on Artificial Intelligence (ECAI), 2014
- IEEE Conference on Computational Intelligence and Games (CIG), 2015
- International Conference on Applied Computing and Information Technology (ACIT), 2015
- International Conference on Computational Linguistics (COLING), 2012, 2014, 2018, 2020
- International Conference on Computational Linguistics (COLING) System Demonstrations, 2020
- International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN), 2016-2020
- International Conference on Learning Representations, 2024
- International Conference on Machine Learning, 2021, 2023, 2024
- International Conference on Recent Advances in Natural Language Processing (RANLP), 2013, 2015, 2017
- International Joint Conference on Artificial Intelligence (IJCAI), 2016, 2019-2021 (SPC), 2022-2024
- International Joint Conference on Natural Language Processing (IJCNLP), 2013, 2017
- International Symposium on Semantic Mining in Biomedicine (SMBM), 2012, 2014
- Joint Conference on Lexical and Computational Semantics (*SEM), 2016
- Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING),
2024
- Pacific Symposium on Biocomputing (PSB), 2011
- Workshop on Building and Evaluation Resources for Biomedical Text Mining (BioTxtM), 2016
- ゲームプログラミングワークショップ (GPW), 2008-2024
- 言語処理学会年次大会 2016-2023
Awards
- 情報処理学会全国大会 学生奨励賞, 2004
- LBM 2009 Honorable Mention Award, 2009
- ゲームプログラミングワークショップ (GPW) 優秀論文賞, 2010, 2011, 2012
- 山下記念研究賞, 2010, 2011
- PAKDD 2015 Discovery Contest Honorable Mention, 2015
- 豊田奨学基金研究奨励賞, 2017
- First prize on the n2c2 2019 Track 3, 2019
- 言語処理学会第27回年次大会 Sansan DSOC賞, 2021
- First prize on the n2c2 2022 Track 1, 2022
Professional Memberships
- Association for Computational Linguistics (ACL)
- Japanese Society for Artificial Intelligence
- Association for Natural Language Processing, Japan
- Information Processing Society of Japan
Grants
- 文部科学省科学研究費補助金基盤研究(C) 研究分担者 (2009-2011 年度)「自然言語処理特化型の視覚的・対話的な半自動エラー解析のできる統合機械学習システム」
- 文部科学省科学研究費補助金若手研究(B) 研究代表者 (2013-2015 年度)「生命医学文献からの高被覆な事象の抽出」
- 公益財団法人豊田理化学研究所「豊田理研スカラー」 (2015 年度)
- 文部科学省科学研究費補助金基盤研究(C) 研究分担者 (2015-2017 年度)「機械学習を援用した日本手話音節の適格性の解明」
- 公益財団法人豊秋奨学会 研究費助成 (2016年)「深層学習による文字画像からのテキスト分類」
- 文部科学省科学研究費補助金若手研究(B) 研究代表者 (2017-2019 年度)「データベース上での表現学習による薬物関係予測」
- 文部科学省科学研究費補助金基盤研究(B) 研究分担者 (2018-2022 年度)「音節構成要素の組み合わせに基づいた日本手話音節の適格性について」
- 文部科学省科学研究費補助金基盤研究(C) 研究代表者 (2020-2023 年度)「巨大な異種混合グラフの深層表現学習による薬物関係抽出」
- 文部科学省科学研究費補助金基盤研究(B) 研究分担者 (2023-2026 年度)「機械学習アルゴリズムを活用した日本手話音節形成原理の解明」