Rchr
J-GLOBAL ID：200901066007467078   Update date: May. 24, 2024

Kobayashi Ichiro

コバヤシ イチロウ | Kobayashi Ichiro
Affiliation and department：
Ochanomizu University Graduate School of Humanities and Sciences

About Ochanomizu University Graduate School of Humanities and Sciences


Job title： Professor
Homepage URL  (1)： https://www.koba.is.ocha.ac.jp/kobalab/
Research field  (2)： Intelligent informatics ,  Intelligent informatics
Research keywords  (13)： Brain decoding ,  Latent Dirichlet Allocation ,  Time-series data ,  Natural Language Generation ,  Topic model ,  Machine Learning ,  Artificial Intelligence ,  Natural Language Processing ,  Intelligent Information Processing ,  Language Information Processing ,  systemic functional linguistics ,  Multimodal Information Processing ,  Language Processing
Research theme for competitive and other funds  (27)：
  • 2020 - 2022 脳内情報解読に基づく多領野連関解明への挑戦
  • 2022 - 実環境における時系列データを対象とする説明可能AIとそのアプリケーションの開発
  • 2022 - 言語による時間生成
  • 2018 - 2021 Challenge for representing meaning and generating a text based on semantic representation in the human brain
  • 2018 - 2021 Development of a Rule Conformance Judgment Technique using Attention Model Considering Emphasized Bias
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Papers (11)：
  • Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topić, Yusuke Miyao, Ichiro Kobayashi, Hiroya Takamura. Open-domain Video Commentary Generation. Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing. 2022
  • 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. Comput. Speech Lang. 2021. 66. 101154-101154
  • Hayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji Aramaki, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki, Hiroya Takamura. Learning to Select, Track, and Generate for Data-to-Text. 自然言語処理. 2020. 32. 722-736
  • Tatsuya Aoki, Akira Miyazawa, Tatsuya Ishigaki, Keiichi Goshima, Kasumi Aoki, Ichiro Kobayashi, Hiroya Takamura, Yusuke Miyao. Generating Market Comments Referring to External Resources. Proceedings of INLG 2018. 2018. 135-139
  • Matsuo E, Kobayashi I, Nishimoto S, Nishida S, Asoh H. Describing Semantic Representations of Brain Activity Evoked by Visual Stimuli. Proceedings of 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC). 2018. 576-583
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MISC (12)：
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Lectures and oral presentations  (72)：
  • Parsing Parking Instructions for Self-driving Cars into Spatial Semantic Description
    (Journal of Computers (ISSN: 1796-203X) 2019)
  • 言語から画像を生成する深層学習モデルの挙動に関する考察
    (2019年度人工知能学会全国大会(第33回) 2019)
  • 敵対的生成ネットワークを用いた集団型異常検知
    (2019年度人工知能学会全国大会(第33回) 2019)
  • 自動運転の対話的操作を実現するための自然言語の実環境へのグラウンディング
    (2019年度人工知能学会全国大会(第33回) 2019)
  • ニューラルネットワークを用いたヒトの脳活動からの動的視覚刺激の再構成
    (2019年度人工知能学会全国大会(第33回) 2019)
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Education (4)：
  • 1989 - 1995 東京工業大学大学院 総合理工学研究科 システム科学専攻
  • 1994 - 1995 The University of Sydney Department of Linguistics
  • - 1995 Tokyo Institute of Technology Graduate School, Division of Integrated Science and Engineering Dept. of Systems Science
  • 1985 - 1989 武蔵工業大学 工学部 電気電子工学科
Professional career (1)：
  • Doctor of Engineering
Work history (8)：
  • 2017/08/01 - 現在 National Institute of Advanced Industrial Science and Technology Artificial Intelligence Research Center Visiting researcher
  • 2011/01 - 現在 Ochanomizu University Professor
  • 2003/04 - 2010/12 - お茶の水女子大学理学部情報科学科 助教授
  • 2007/09 - 2008/03 Stanford University Center for the Study of Language and Information Research Fellow
  • 2007/05 - 2007/09 German Research Center for Artificial Intelligence Visiting Researcher
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Committee career (6)：
  • 2019/02 - 2019/11 International Natural Language Generation 2019 Program Committee
  • 2016/06 - 2018/06 人工知能学会 理事
  • 2017/01/01 - 2017/12/31 Japan Society for Artificial Intelligence Conference on Special Interest Group for Researches 2017
  • 2017/01/01 - 2017/12/31 日本人工知能学会 合同研究会2017大会委員長
  • 2002/10 - 2015/10 日本機能言語学会 理事
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Awards (23)：
  • 2022/11 - Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&I Best Paper Award Combining Transformer with a Discriminator for Anomaly Detection in Multivariate Time Series
  • 2022/07 - 人工知能学会 2022人工知能学会全国大会大会優秀賞 ペン先の軌跡から説明者の意図を反映した画像キャプション生成
  • 2022/03 - 情報処理学会第84回全国大会 学生奨励賞 予測符号化を模倣する深層生成学習モデル構築に向けた基礎的検討
  • 2021/12 - The 22nd International Symposium on Advanced Intelligent Systems (ISIS2021) Best Session Award Continuous Transformation of Neural Language Syntactic Structure using Grammar Variational Autoencoder
  • 2021/12 - The 22nd International Symposium on Advanced Intelligent Systems (ISIS2021) Best Presenation Award BrainBERT: A Language Model Capturing the Correspondence between Brain Activities and Language,
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Association Membership(s) (14)：
日本機能言語学会 ,  言語処理学会 ,  日本知能情報ファジィ学会 ,  電子情報通信学会 ,  人工知能学会 ,  Information and Engineers ,  The Institute of Electronics ,  Japan Society for Fuzzy Theory and Intelligent Informatics ,  The Association for Natural Language Processing ,  Japan Association for Systemic Functional Linguistics ,  Japanese Society for Artificial Intelligence ,  The Robotics Society of Japan ,  Institute of Electrical and Electronics Engineers ,  Association for Computational Linguistics
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