Komiya Kanako

コミヤカナコ | Komiya Kanako

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： http://web.tuat.ac.jp/~komiya/main.html

Research field (1)： Intelligent informatics

Research theme for competitive and other funds (15)：

2022 - 2029 開かれた共同構築環境による通時コーパスの拡張
2022 - 2029 多様な語義資源を統合した研究活用基盤の共創
2022 - 2029 アノテーションデータを用いた実証的計算心理言語学
2024 - 2027 Integration of handwritten descriptive answer recognition and automatic/semi-automatic scoring, machine learning and analysis
2023 - 2026 Development and improvement of a descriptive automatic scoring system incorporating handwritten character recognition

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Papers (71)：

Taichiro Kobayashi, Kanako Komiya, Hiroyuki Shinnou. All-Words Pronunciation Estimation of Japanese Homographs Using Automatically Tagged Data. Lecture Notes in Computer Science. 2024. 93-105
Kono Shinji, Kanako Komiya, Shinnou Hiroyuki. Japanese Parsing Using Smaller BERT. Journal of Natural Language Processing. 2022. 29. 3. 854-874
Kanako Komiya, Aya Tanabe, Hiroyuki Shinnou. Diachronic Domain Adaptation of Word Sense Disambiguation for Corpus of Historical Japanese Using Word Embeddings. 2022. 23. 59-73
Mika Kishino, Kanako Komiya. Extracting Speech Patterns of Japanese Fictional Characters Using Subword Units. International Journal on Natural Language Computing. 2022. 11. 3
Jun Izutsu, Kanako Komiya. Morphological Analyzer Using the Bi-LSTM Model Only for Japanese Hiragana Sentences. International Journal on Natural Language Computing. 2022. 11. 1

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MISC (127)：

T5 による特定キャラクター風発話への変換とその言語モデルの構築. 2022. 253. 13. 1-6
平仮名BERTによる平仮名文の分割. 2022. 253. 1. 1-7
疑似訓練データを用いたBERTによる同形異音語の読み推定. 2022. 253. 3. 1-5
対照学習を利用した日本語PromptBERTの構築. 2022. 252. 3. 1-6
Hiroyasu Yoshino, Kanako Komiya. A Comparison of Cross-Lingual Sentiment Analysis Methods Using BERT. 2022. 3Yin2. 26. 1-3

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Books (3)：

文書分類からはじめる自然言語処理入門 -基本からBERTまで- (設計技術シリーズ109)
2022 ISBN:9784910558141
Machine Learning
森北出版 2019 ISBN:9784627854512
Interpreting Motion Grounded Representation for Spatial Language
日本評論社 2014 ISBN:9784535787124

Lectures and oral presentations (50)：

日本語歴史コーパスの語義曖昧性解消の通時適応
(2022)
分散表現を利用した日本語歴史コーパスにおける語義曖昧性解消の通時適応
(2021)
新時代の自然言語処理から見た単語と意味
(2021)
Neural Machine Translation from Historical Japanese to Contemporary Japanese Using Diachronically Domain-Adapted Word Embeddings
(PACLIC 2020 2020)
Generation and Evaluation of Concept Embeddings Via Fine-Tuning Using Automatically Tagged Corpus
(PACLIC 2020 2020)

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Education (3)：

2006 - 2009 Tokyo University of Agriculture and Technology
2005 - 2006 Tokyo University of Agriculture and Technology
2001 - 2005 Tokyo University of Agriculture and Technology Faculty of Engineering 情報コミュニケーション工学科

Professional career (2)：

Work history (5)：

2021/04 - 現在 Tokyo University of Agriculture and Technology Institute of Engineering Division of Advanced Information Technology & Computer Science Associate Professor
2014/04 - 2021/03 Ibaraki University Department of Computer and Information Science Lecturer
2018/05/01 - 2019/04/30 Visiting Scholar at Computer Laboratory, University of Cambridge
2010/04/01 - 2014/03/30 Tokyo University of Agriculture and Technology Institute of Engineering Assistant Professor
2009/04/01 - 2010/03/31 Tokyo Institute of Technology Precision and Intelligence Laboratory Researcher

Committee career (12)：

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Awards (2)：

2019/11/29 - IDRユーザフォーラム 2019 Yahoo Award 単語区切りの違いによるQAサイトの質問回答ペアの分類
2010/11/30 - 2010 International Conference on Technologies and Applications of Artificial Intelligence Best Paper Award

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