Miwa Makoto

ミワマコト | Miwa Makoto

Affiliation and department：
Homepage URL (1)： http://www.toyota-ti.ac.jp/Lab/Denshi/COIN/people/makoto.miwa/

Research field (2)： Entertainment and game informatics , Intelligent informatics

Research keywords (4)： Deep learning , game informatics , machine learning , natural language processing

Research theme for competitive and other funds (7)：

2020 - 2023 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
2018 - 2022 Well-formedness Condition of the Japanese Sign Language syllable
2017 - 2020 Drug-drug Interaction Extraction by Representation Learning on Databases
2015 - 2018 Study on the well-formedness conditions of Japanese Sign Language by the assistance of machine learning
2013 - 2016 Wide-coverage event extraction from biomedical texts

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Papers (111)：

Savong Bou, Makoto Miwa, Yutaka Sasaki. Two evaluations on Ontology-style relation annotations. Computer Speech and Language. 2024. 84
Nozomi Nagano, Narumi Tokunaga, Masami Ikeda, Hiroko Inoura, Duong A. Khoa, Makoto Miwa, Mohammad G. Sohrab, Goran Topić, Mari Nogami-Itoh, Hiroya Takamura. A novel corpus of molecular to higher-order events that facilitates the understanding of the pathogenic mechanisms of idiopathic pulmonary fibrosis. Scientific Reports. 2023. 13. 1
Tomoki Tsujimura, Koshi Yamada, Ryuki Ida, Makoto Miwa, Yutaka Sasaki. Contextualized medication event extraction with striding NER and multi-turn QA. J. Biomed. Informatics. 2023. 144. 104416-104416
Jake Vasilakes, Panagiotis Georgiadis 0005, Nhung T. H. Nguyen 0001, Makoto Miwa, Sophia Ananiadou. Contextualized medication event extraction with levitated markers. Journal of Biomedical Informatics. 2023. 141. 104347-104347
Masaki Asada, Makoto Miwa, Yutaka Sasaki. Integrating heterogeneous knowledge graphs into drug-drug interaction extraction from the literature. Bioinformatics (Oxford, England). 2023. 39. 1

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MISC (120)：

大井拓, 三輪誠, 佐々木裕. ラベル内容のエンコードとラベル間の制約に基づく補助コーパスを用いた固有表現抽出. 言語処理学会年次大会発表論文集(Web). 2023. 29th
山田晃士, 三輪誠, 佐々木裕. 複数の質問形式を利用した分類型の質問応答による薬物タンパク質間関係抽出. 言語処理学会年次大会発表論文集(Web). 2023. 29th
井田龍希, 三輪誠, 佐々木裕. 文書外の書誌情報と用語情報を組み込んだ文書分類. 言語処理学会年次大会発表論文集(Web). 2023. 29th
松原拓磨, 三輪誠, 佐々木裕. 近傍知識グラフからの埋め込みを統合利用する文書からの遠距離教師あり関係抽出. 言語処理学会年次大会発表論文集(Web). 2023. 29th
片桐脩那, 井田龍希, 三輪誠, 佐々木裕. テキスト情報の表現を利用した文献グラフの表現学習. 言語処理学会年次大会発表論文集(Web). 2023. 29th

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Education (1)：

2003 - 2008 The University of Tokyo Graduate School of Frontier Sciences Department of Frontier Informatics

Professional career (1)：

Work history (4)：

2024 - 現在 Toyota Technological Institute Graduate School of Engineering Professor
2014 - 2024 Toyota Technological Institute Graduate School of Engineering Associate Professor
2011 - 2014 The University of Manchester School of Computer Science Research Associate
2008 - 2011 The University of Tokyo Graduate School of Infomation Science and Technology Researcher

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