Rchr

J-GLOBAL ID：200901066007467078 Update date: Oct. 15, 2024

Kobayashi Ichiro

コバヤシイチロウ | Kobayashi Ichiro

Affiliation and department：
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 (31)：

2024 - 2029 異種専門知識の融合と価値観の多様性に基づく次世代AI開発人材の育成
2023 - 2026 言語を用いた記号操作による実世界シミュレーション開発
2023 - 2026 判定理由が回答可能な規則適合判定技術に関する研究
2023 - 2025 低次機能を融合し高次機能を獲得する発達型人工神経回路網開発への挑戦
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

2018 - 2021 Adaptive Probabilistic Robotics through Statistical Motion Analysis and Kinematics

2016 - 2021 Understanding Neural Computation for Double Articulation Analysis Bridging Sensory-motor Information and Natural Language in Human Brain

2021 - 視覚と聴覚をつなぐヒト脳内意味処理メカニズム解明への挑戦

2021 - 大規模深層学習モデルの圧縮に基づく内部挙動の言語表現および効率的なエッジAI基盤技術構築への挑戦

2018 - 2020 脳内情報解読に基づく視覚野と言語野の連関機能解明への挑戦

2017 - 2020 Deeping Brain Decoding Technology and Development of its Application based on Understanding the Mechanism of Dealing with Multimodal Information in the Brain

2016 - 2018 脳の高次機能による言語表象の定量的な解釈を実現するスパースモデリング手法の開発

2015 - 2018 A Study on Real World Experience Learning and Solving Symbol Grounding using Mutual Transfer of Multimodal Information

2014 - 2017 Development of a robot which can verbalize its sensing information in the latent semantic space and handles the information with language

2017 - 実践知能アプリケーション構築フレームワークPRINTEPSの開発と社会実践

2012 - 2015 Establishment of Context Search Method for Next-generation of Search Engines

2011 - 2015 Sclable Semantic Service Infrastrucutre for Cyber-Physical System

2011 - 2013 Development of a basic technology for verbalizing time-series data for computing with words

2007 - 2009 Development of a Method to Verbalize Time-series Data and its Practical Use

2004 - 2006 Development of an answer question system that reuses the existing help manuals as knowledge resource written with language

1999 - 2000 言語を情報伝達の媒体とするシミュレーションの開発

1995 - 言語を情報処理の媒体として利用する研究

1995 - Using language as a medium of information processing

機能言語(システミック言語理論)をつかった知的情報処理

Intelligent Information Processing using Language

Language Information Processing

Intelligent Information Processing

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Papers (17)：

Wenjie Zhong, Jason Naradowsky, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao. Who Said What: Formalization and Benchmarks for the Task of Quote Attribution. LREC/COLING. 2024. 17588-17602
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

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MISC (12)：

Ichiro Kobayashi. 書評「ベイズ推論による機械学習入門」. 数理科学「特集:機械学習の数理」. 2018. 8. 662. 59-59
Ichiro Kobayashi, Tsuneaki Kato, Haruyasu Ueda. 合同研究会2017開催報告. Japan Society for Artificial Intelligence. 2018. 33. 2. 223-230
Ichiro Kobayashi. 人工知能学会誌. 2018. 33. 2. 113-113
Michiaki Iwazume, Ichiro Kobayashi, Toru Sugimoto, Shino Iwashita, Yusuke Takahashi, Noriko Ito, Michio Sugeno. Everyday language computing toward language-based computational environment. Transactions of the Japanese Society for Artificial Intelligence. 2003. 18. 1. 45-56
A New Communication Method Using Natural Language as a Computer Communication Protocol. Journal of Advanced Computational Intelligence. 2003. Vol.3, No.2, pp.215--222

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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 (9)：

2023/10 - 現在 Center for Information and Neural Networks, the National Institute of Information and Communications Technology
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

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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 (29)：

2024/03 - 言語処理学会委員特別賞
2023/12 - The 24th International Symposium on Advanced Intelligent Systems(ISIS2023) Best Paper Award Best Paper Award
2023/12 - Session Best Presentation Award
2023/12 - Session Best Presentation Award
2023/12 - The 24th International Symposium on Advanced Intelligent Systems(ISIS2023) Session Best Presentation Award

2023/09 - 知能情報ファジィ学会ファジィシステムシンポジウム優秀発表賞

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,

2021/12 - The 22nd International Symposium on Advanced Intelligent Systems (ISIS2021) Best Session Award A Deep Generative Model imitating Predictive Coding in the Human Brain

2021/09 - 第37回ファジィシステムシンポジウムFSS2021 ベストポスターセッション賞聴覚と視覚からなる言語刺激下の脳活動状態推定による活動領域の比較

2021/08 - Workshop of SemEval 2021, ACL-IJCNL2021 Honarable mention OCHADAI-KYODAI at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction

2021/07 - 第250回自然言語処理研究会 (NL250) 研究会奨励賞レーシングゲーム実況生成

2015/03 - 学生奨励賞

2014/03 - 学生奨励賞

2013/12 - 優秀研究賞

2013/12 - 学生奨励賞

2013/10 - Certificate of Merit (Student)

2006/11 - 2nd International Symposium on Computational Intelligence and Industrial Applications Recognition Award

2002 - Excellent Presentation Award (Joint 1st International Conference on Soft Computing and Intelligent Systems)

2002 - 第16回人工知能学会全国大会ベストプレゼンテーション賞

2002 - Excellent Presentation Award, Joint 1st International Conference on Soft Computing and Intelligent Systems

2002 - Best Presentation Award, Japanese Society for Artificial Intelligence

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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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