Tokyo Metropolitan University · Graduate School of Urban Environmental Sciences · 准教授

Research keywords深層学習・自動採点・採点支援・観光情報学・データサイエンス・AI・大規模言語モデル・文書解析・認識・コンピュータビジョン・機械学習・パターン認識

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• Siamese Network-Based Handwritten Pattern Similarity for Few-Shot Automatic Scoring of Very Short Answers, Nam Tuan Ly, Hung Tuan Nguyen, Masaki Nakagawa, Proceedings of the 15th International Conference on Pattern Recognition Applications and Methods, pp. 197-206, 2026年3月.2026 · 研究業績 · _other
• Automatic Scoring System for Digitized Handwritten Answers, Tomo Asakura, Hung T. Nguyen, Thanh-Nghia Truong, Yoichi Tsuchida, Takahiro Yamamoto, Hiroshi Miyazawa, Nam T. Ly, Masato Nemoto, Masamitsu Ito, Toshihiko Horie, Keiichi Kaneko, Masaki Nakagawa, IEEE Access, vol. 14, pp. 25949-25967, 2026年2月11日.2026 · 研究業績 · _other
• Contrastive Learning Network for Zero-Shot Automatic Scoring of Very Short Answers, Nam Tuan Ly, Hung Tuan Nguyen, Thanh-Nghia Truong, Masaki Nakagawa, パターン認識・メディア理解研究会 (PRMU), vol. PRMU2025-58, pp. 90-95, 2026年3月25日.2025 · 研究業績 · _other
• Automatic Scoring of Answers using a Digital Compass for Geometric Construction Problems, Thanh-Nghia Truong, Hung Tuan Nguyen, Nam Tuan Ly, Yoichi Tsuchida, Hiroshi Miyazawa, Tomo Asakura, Masamitsu Ito, Toshihiko Horie, Fumiko Yasuno, Masaki Nakagawa, パターン認識・メディア理解研究会 (PRMU), vol. PRMU2025-53, pp. 63-67, 2026年3月24日.2025 · 研究業績 · _other

• Structure-Focused Multi-task Learning Approach for structural pattern recognition and analysis
• Multi-task Learning Approach for analyzing structure patterns in document images
• Table Analysis in Documents in multiple languages
• An End-to-End Local Attention Based Model for Table Recognition

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