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\n  \n 2026\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n Automatic scoring system for digitized handwritten answers.\n \n \n \n\n\n \n Asakura, T.; Nguyen, H. T; Truong, T.; Tsuchida, Y.; Yamamoto, T.; Miyazawa, H.; Ly, N. T; Nemoto, M.; Ito, M.; Horie, T.; and others\n\n\n \n\n\n\n IEEE Access. 2026.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{asakura2026automatic,\n  title={Automatic scoring system for digitized handwritten answers},\n  author={Asakura, Tomo and Nguyen, Hung T and Truong, Thanh-Nghia and Tsuchida, Yoichi and Yamamoto, Takahiro and Miyazawa, Hiroshi and Ly, Nam T and Nemoto, Masato and Ito, Masamitsu and Horie, Toshihiko and others},\n  journal={IEEE Access},\n  year={2026},\n  publisher={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Siamese Network-Based Handwritten Pattern Similarity for Few-Shot Automatic Scoring of Very Short Answers.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, H. T.; and Nakagawa, M.\n\n\n \n\n\n\n In In Proceedings of the 15th International Conference on Pattern Recognition Applications and Methods - ICPRAM, pages 197–206, 2026. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ly2026siamese,\n  title={Siamese Network-Based Handwritten Pattern Similarity for Few-Shot Automatic Scoring of Very Short Answers},\n  author={Ly, Nam Tuan and Nguyen, Hung Tuan and Nakagawa, Masaki},\n  booktitle={In Proceedings of the 15th International Conference on Pattern Recognition Applications and Methods - ICPRAM},\n  pages={197--206},\n  year={2026}\n}\n\n
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\n \n\n \n \n \n \n \n Contrastive Learning Network for Zero-Shot Automatic Scoring of Very Short Answers.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, H. T.; Truong, T.; and Nakagawa, M.\n\n\n \n\n\n\n In IEICE Technical Report, volume 125, pages 90–95, 2026. IEICE PRMU\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ly2026contrastive,\n  title={Contrastive Learning Network for Zero-Shot Automatic Scoring of Very Short Answers},\n  author={Ly, Nam Tuan and Nguyen, Hung Tuan and Truong, Thanh-Nghia and Nakagawa, Masaki},\n  booktitle={IEICE Technical Report},\n  volume={125},\n  number={424},\n  pages={90--95},\n  year={2026},\n  organization={IEICE PRMU}\n}\n\n
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\n \n\n \n \n \n \n \n Automatic Scoring of Answers using a Digital Compass for Geometric Construction Problems.\n \n \n \n\n\n \n Truong, T.; Nguyen, H. T.; Ly, N. T.; Tsuchida, Y.; Miyazawa, H.; Asakura, T.; Ito, M.; Horie, T.; Yasuno, F.; and Nakagawa, M.\n\n\n \n\n\n\n In IEICE Technical Report, volume 125, pages 63–67, 2026. IEICE PRMU\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{truong2026automatic,\n  title={Automatic Scoring of Answers using a Digital Compass for Geometric Construction Problems},\n  author={Truong, Thanh-Nghia and Nguyen, Hung Tuan and Ly, Nam Tuan and Tsuchida, Yoichi and Miyazawa, Hiroshi and Asakura, Tomo and Ito, Masamitsu and Horie, Toshihiko and Yasuno, Fumiko and Nakagawa, Masaki},\n  booktitle={IEICE Technical Report},\n  volume={125},\n  number={424},\n  pages={63--67},\n  year={2026},\n  organization={IEICE PRMU}\n}\n\n
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\n \n\n \n \n \n \n \n 採点システム及び採点方法.\n \n \n \n\n\n \n Nakagawa, M.; Hung, N. T.; Nam, L. T.; Nghia, T. T.; Asakura, T.; Miyazawa, H.; and Horie, T.\n\n\n \n\n\n\n March 5 2026.\n JP Patent JP2,026,036,553 A\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{nakagawa2026patent,\n  title={採点システム及び採点方法},\n  author={Nakagawa, Masaki and Hung, Nguyen Tuan and Nam, Ly Tuan and Nghia, Truong Thanh and Asakura, Tomo and Miyazawa, Hiroshi and Horie, Toshihiko},\n  year={2026},\n  month=mar # "~5",\n  note={JP Patent JP2,026,036,553 A}\n}\n\n
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\n \n\n \n \n \n \n \n Contrastive Network-Based Similarity for Zero-Shot Automatic Scoring of Very Short Handwritten Answers.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, H. T.; Truong, T.; Ito, M.; and Nakagawa, M.\n\n\n \n\n\n\n In International Conference on Artificial Intelligence in Education, pages 132–140, 2026. Springer Nature Switzerland Cham\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ly2026contrastive,\n  title={Contrastive Network-Based Similarity for Zero-Shot Automatic Scoring of Very Short Handwritten Answers},\n  author={Ly, Nam Tuan and Nguyen, Hung Tuan and Truong, Thanh-Nghia and Ito, Masamitsu and Nakagawa, Masaki},\n  booktitle={International Conference on Artificial Intelligence in Education},\n  pages={132--140},\n  year={2026},\n  organization={Springer Nature Switzerland Cham}\n}
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\n  \n 2025\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n TRH2TQA: table recognition with hierarchical relationships to table question-answering on business table images.\n \n \n \n\n\n \n Jirachanchaisiri, P.; Ly, N. T.; and Takasu, A.\n\n\n \n\n\n\n In 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), pages 8844–8852, 2025. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{jirachanchaisiri2025trh2tqa,\n  title={TRH2TQA: table recognition with hierarchical relationships to table question-answering on business table images},\n  author={Jirachanchaisiri, Pongsakorn and Ly, Nam Tuan and Takasu, Atsuhiro},\n  booktitle={2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},\n  pages={8844--8852},\n  year={2025},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Automated Recognition and Scoring of Handwritten Short Answer: Insights from Japanese Elementary and Junior High Schools.\n \n \n \n\n\n \n Nguyen, H. T.; Truong, T.; Ly, N. T.; Nakagawa, M.; and Horie, T.\n\n\n \n\n\n\n In International Conference on Document Analysis and Recognition, pages 281–293, 2025. Springer Nature Switzerland Cham\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{nguyen2025automated,\n  title={Automated Recognition and Scoring of Handwritten Short Answer: Insights from Japanese Elementary and Junior High Schools},\n  author={Nguyen, Hung Tuan and Truong, Thanh-Nghia and Ly, Nam Tuan and Nakagawa, Masaki and Horie, Toshihiko},\n  booktitle={International Conference on Document Analysis and Recognition},\n  pages={281--293},\n  year={2025},\n  organization={Springer Nature Switzerland Cham}\n}\n\n
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\n \n\n \n \n \n \n \n Siamese Network-based Answer Similarity for Automatically Scoring Handwritten Very Short Answers.\n \n \n \n\n\n \n Ly, T. N.; Nguyen, H. T.; and Nakagawa, M.\n\n\n \n\n\n\n In IEICE Technical Report, volume 124, pages 100–105, 2025. IEICE PRMU\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ly2025siamese,\n  title={Siamese Network-based Answer Similarity for Automatically Scoring Handwritten Very Short Answers},\n  author={Ly, Tuan Nam and Nguyen, Hung Tuan and Nakagawa, Masaki},\n  booktitle={IEICE Technical Report},\n  volume={124},\n  number={445},\n  pages={100--105},\n  year={2025},\n  organization={IEICE PRMU}\n}\n\n
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\n \n\n \n \n \n \n \n 電子ペーパに筆記される手書き解答自動採点システムの目標と設計指針.\n \n \n \n\n\n \n Nakagawa, M.; Nguyen, H. T.; Truong, N. T.; Ly, N. T.; Nguyen, C. T.; Asakura, T.; Miyazawa, H.; and Horie, T.\n\n\n \n\n\n\n In 信学技報, volume 124, pages 12–19, 2025. IEICE ET\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{nakagawa2025iotpaper,\n  title={電子ペーパに筆記される手書き解答自動採点システムの目標と設計指針},\n  author={Nakagawa, Masaki and Nguyen, Hung Tuan and Truong, Nghia Thanh and Ly, Nam Tuan and Nguyen, Cuong Tuan and Asakura, Tomo and Miyazawa, Hiroshi and Horie, Toshihiko},\n  booktitle={信学技報},\n  volume={124},\n  number={388},\n  pages={12--19},\n  year={2025},\n  organization={IEICE ET}\n}\n\n
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\n \n\n \n \n \n \n \n Automatic scoring for handwritten answers from elementary to junior high school grades in Japan.\n \n \n \n\n\n \n Nguyen, H. T.; Truong, T.; Ly, N. T.; Nakagawa, M.; and Horie, T.\n\n\n \n\n\n\n In IEICE Technical Report, volume 124, pages 90–97, 2025. IEICE ET\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{nguyen2025automatic,\n  title={Automatic scoring for handwritten answers from elementary to junior high school grades in Japan},\n  author={Nguyen, Hung Tuan and Truong, Thanh-Nghia and Ly, Nam Tuan and Nakagawa, Masaki and Horie, Toshihiko},\n  booktitle={IEICE Technical Report},\n  volume={124},\n  number={388},\n  pages={90--97},\n  year={2025},\n  organization={IEICE ET}\n}\n\n
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\n \n\n \n \n \n \n \n 自動採点装置、プログラム、及びシステム.\n \n \n \n\n\n \n Miyazawa, H.; Tomo, A.; Horie, T.; Yamamoto, T.; Tsuchida, Y.; Ito, M.; Yasuno, F.; Nakagawa, M.; Hung, N. T.; Nghia, T. T.; and others\n\n\n \n\n\n\n September 10 2025.\n JP Patent JP2,025,132,677 A\n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{miyazawa2025patent,\n  title={自動採点装置、プログラム、及びシステム},\n  author={Miyazawa, Hiroshi and Tomo, Asakura and Horie, Toshihiko and Yamamoto, Takahiro and Tsuchida, Yoichi and Ito, Masamitsu and Yasuno, Fumiko and Nakagawa, Masaki and Hung, Nguyen Tuan and Nghia, Truong Thanh and others},\n  year={2025},\n  month=sep # "~10",\n  note={JP Patent JP2,025,132,677 A}\n}\n\n
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\n  \n 2024\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n Local Attention-Based Multitask Learning Network for Table Image Recognition.\n \n \n \n\n\n \n Ly, N. T.; Takasu, A.; and Nakagawa, M.\n\n\n \n\n\n\n Available at SSRN 4826329. 2024.\n \n\n\n\n
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@article{ly2024local,\n  title={Local Attention-Based Multitask Learning Network for Table Image Recognition},\n  author={Ly, Nam Tuan and Takasu, Atsuhiro and Nakagawa, Masaki},\n  journal={Available at SSRN 4826329},\n  year={2024}\n}\n\n
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\n \n\n \n \n \n \n \n Content-Based Similarity for Automatic Scoring of Handwritten Descriptive Answers.\n \n \n \n\n\n \n Truong, N. T.; Nguyen, H. T.; Ly, N. T.; Horie, T.; and Nakagawa, M.\n\n\n \n\n\n\n In International Conference on Document Analysis and Recognition, pages 268–281, 2024. Springer Nature Switzerland Cham\n \n\n\n\n
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@inproceedings{truong2024content,\n  title={Content-Based Similarity for Automatic Scoring of Handwritten Descriptive Answers},\n  author={Truong, Nghia Thanh and Nguyen, Hung Tuan and Ly, Nam Tuan and Horie, Toshihiko and Nakagawa, Masaki},\n  booktitle={International Conference on Document Analysis and Recognition},\n  pages={268--281},\n  year={2024},\n  organization={Springer Nature Switzerland Cham}\n}\n\n
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\n \n\n \n \n \n \n \n Two Experiments for automatic scoring of handwritten descriptive answers.\n \n \n \n\n\n \n Nakagawa, M.; Nguyen, H. T.; Truong, N. T.; Ly, N. T.; Nguyen, C. T.; Oka, H.; Ishioka, T.; Asakura, T.; Miyazawa, H.; Yamamoto, T.; and others\n\n\n \n\n\n\n In International Workshop on Document Analysis Systems, pages 3–19, 2024. Springer Nature Switzerland Cham\n \n\n\n\n
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@inproceedings{nakagawa2024two,\n  title={Two Experiments for automatic scoring of handwritten descriptive answers},\n  author={Nakagawa, Masaki and Nguyen, Hung Tuan and Truong, Nghia Thanh and Ly, Nam Tuan and Nguyen, Cuong Tuan and Oka, Haruki and Ishioka, Tsunenori and Asakura, Tomo and Miyazawa, Hiroshi and Yamamoto, Takahiro and others},\n  booktitle={International Workshop on Document Analysis Systems},\n  pages={3--19},\n  year={2024},\n  organization={Springer Nature Switzerland Cham}\n}\n\n
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\n \n\n \n \n \n \n \n Two Experiments for Automatic Scoring of Handwritten Descriptive Answers.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, C. T.; Oka, H.; Ishioka, T.; Asakura, T.; Miyazawa, H.; Yamamoto, T.; Horie, T.; and Yasuno, F.\n\n\n \n\n\n\n In Document Analysis Systems: 16th IAPR International Workshop, DAS 2024, Athens, Greece, August 30–31, 2024, Proceedings, pages 3, 2024. Springer Nature\n \n\n\n\n
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@inproceedings{ly2024two,\n  title={Two Experiments for Automatic Scoring of Handwritten Descriptive Answers},\n  author={Ly, Nam Tuan and Nguyen, Cuong Tuan and Oka, Haruki and Ishioka, Tsunenori and Asakura, Tomo and Miyazawa, Hiroshi and Yamamoto, Takahiro and Horie, Toshihiko and Yasuno, Fumiko},\n  booktitle={Document Analysis Systems: 16th IAPR International Workshop, DAS 2024, Athens, Greece, August 30--31, 2024, Proceedings},\n  pages={3},\n  year={2024},\n  organization={Springer Nature}\n}\n\n
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\n \n\n \n \n \n \n \n Towards a biosignatures image detection system for planetary exploration with UAVs.\n \n \n \n\n\n \n Galvez-Serna, J.; Ly, P. N.; Furlan, F.; Zepeda, V.; Vanegas, F.; Flannery, D. T.; and Gonzalez, F.\n\n\n \n\n\n\n In 2023 IEEE Aerospace Conference, pages 1–14, 2023. IEEE\n \n\n\n\n
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@inproceedings{galvez2023towards,\n  title={Towards a biosignatures image detection system for planetary exploration with UAVs},\n  author={Galvez-Serna, Julian and Ly, Phuong Nam and Furlan, Federico and Zepeda, Vanessa and Vanegas, Fernando and Flannery, David Timothy and Gonzalez, Felipe},\n  booktitle={2023 IEEE Aerospace Conference},\n  pages={1--14},\n  year={2023},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Rethinking image-based table recognition using weakly supervised methods.\n \n \n \n\n\n \n Ly, N. T.; Takasu, A.; Nguyen, P.; and Takeda, H.\n\n\n \n\n\n\n arXiv preprint arXiv:2303.07641. 2023.\n \n\n\n\n
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@article{ly2023rethinking,\n  title={Rethinking image-based table recognition using weakly supervised methods},\n  author={Ly, Nam Tuan and Takasu, Atsuhiro and Nguyen, Phuc and Takeda, Hideaki},\n  journal={arXiv preprint arXiv:2303.07641},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n An end-to-end multi-task learning model for image-based table recognition.\n \n \n \n\n\n \n Ly, N. T.; and Takasu, A.\n\n\n \n\n\n\n arXiv preprint arXiv:2303.08648. 2023.\n \n\n\n\n
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@article{ly2023end,\n  title={An end-to-end multi-task learning model for image-based table recognition},\n  author={Ly, Nam Tuan and Takasu, Atsuhiro},\n  journal={arXiv preprint arXiv:2303.08648},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n TabIQA: Table Questions Answering on Business Document Images.\n \n \n \n\n\n \n Nguyen, P.; Ly, N. T.; Takeda, H.; and Takasu, A.\n\n\n \n\n\n\n arXiv preprint arXiv:2303.14935. 2023.\n \n\n\n\n
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@article{nguyen2023tabiqa,\n  title={TabIQA: Table Questions Answering on Business Document Images},\n  author={Nguyen, Phuc and Ly, Nam Tuan and Takeda, Hideaki and Takasu, Atsuhiro},\n  journal={arXiv preprint arXiv:2303.14935},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n Digitalizing educational workbooks and collecting handwritten answers for automatic scoring.\n \n \n \n\n\n \n Asakura, T.; Nguyen, H. T.; Truong, N.; Ly, N. T.; Nguyen, C. T.; Miyazawa, H.; Tsuchida, Y.; Yamamoto, T.; Ito, M.; Horie, T.; and others\n\n\n \n\n\n\n iTextbooks@ AIED, 2023: 78–87. 2023.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{asakura2023digitalizing,\n  title={Digitalizing educational workbooks and collecting handwritten answers for automatic scoring.},\n  author={Asakura, Tomo and Nguyen, Hung Tuan and Truong, Nghia and Ly, Nam Tuan and Nguyen, Cuong Tuan and Miyazawa, Hiroshi and Tsuchida, Yoichi and Yamamoto, Takahiro and Ito, Masamitsu and Horie, Toshihiko and others},\n  journal={iTextbooks@ AIED},\n  volume={2023},\n  pages={78--87},\n  year={2023}\n}\n\n
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\n \n\n \n \n \n \n \n An end-to-end local attention based model for table recognition.\n \n \n \n\n\n \n Ly, N. T.; and Takasu, A.\n\n\n \n\n\n\n In International Conference on Document Analysis and Recognition, pages 20–36, 2023. Springer Nature Switzerland Cham\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{ly2023end,\n  title={An end-to-end local attention based model for table recognition},\n  author={Ly, Nam Tuan and Takasu, Atsuhiro},\n  booktitle={International Conference on Document Analysis and Recognition},\n  pages={20--36},\n  year={2023},\n  organization={Springer Nature Switzerland Cham}\n}\n\n
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\n  \n 2022\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Real-time segmentation of desiccation cracks onboard UAVs for planetary exploration.\n \n \n \n\n\n \n Galvez-Serna, J.; Mandel, N.; Sandino, J.; Vanegas, F.; Ly, N.; Flannery, D. T.; and Gonzalez, F.\n\n\n \n\n\n\n In 2022 IEEE Aerospace Conference (AERO), pages 1–12, 2022. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{galvez2022real,\n  title={Real-time segmentation of desiccation cracks onboard UAVs for planetary exploration},\n  author={Galvez-Serna, Julian and Mandel, Nicolas and Sandino, Juan and Vanegas, Fernando and Ly, Nam and Flannery, David Timothy and Gonzalez, Felipe},\n  booktitle={2022 IEEE Aerospace Conference (AERO)},\n  pages={1--12},\n  year={2022},\n  organization={IEEE}\n}\n\n
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\n  \n 2021\n \n \n (4)\n \n \n
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\n \n\n \n \n \n \n \n Recurrent neural network transducer for Japanese and Chinese offline handwritten text recognition.\n \n \n \n\n\n \n Ngo, T. T.; Nguyen, H. T.; Ly, N. T.; and Nakagawa, M.\n\n\n \n\n\n\n In International Conference on Document Analysis and Recognition, pages 364–376, 2021. Springer International Publishing Cham\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ngo2021recurrent,\n  title={Recurrent neural network transducer for Japanese and Chinese offline handwritten text recognition},\n  author={Ngo, Trung Tan and Nguyen, Hung Tuan and Ly, Nam Tuan and Nakagawa, Masaki},\n  booktitle={International Conference on Document Analysis and Recognition},\n  pages={364--376},\n  year={2021},\n  organization={Springer International Publishing Cham}\n}\n\n
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\n \n\n \n \n \n \n \n 2D self-attention convolutional recurrent network for offline handwritten text recognition.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, H. T.; and Nakagawa, M.\n\n\n \n\n\n\n In International conference on document analysis and recognition, pages 191–204, 2021. Springer International Publishing Cham\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ly20212d,\n  title={2D self-attention convolutional recurrent network for offline handwritten text recognition},\n  author={Ly, Nam Tuan and Nguyen, Hung Tuan and Nakagawa, Masaki},\n  booktitle={International conference on document analysis and recognition},\n  pages={191--204},\n  year={2021},\n  organization={Springer International Publishing Cham}\n}\n\n
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\n \n\n \n \n \n \n \n A self-attention based model for offline handwritten text recognition.\n \n \n \n\n\n \n Ly, N. T.; Ngo, T. T.; and Nakagawa, M.\n\n\n \n\n\n\n In Asian Conference on Pattern Recognition, pages 356–369, 2021. Springer International Publishing Cham\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ly2021self,\n  title={A self-attention based model for offline handwritten text recognition},\n  author={Ly, Nam Tuan and Ngo, Trung Tan and Nakagawa, Masaki},\n  booktitle={Asian Conference on Pattern Recognition},\n  pages={356--369},\n  year={2021},\n  organization={Springer International Publishing Cham}\n}\n\n
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\n \n\n \n \n \n \n \n Handwritten text recognition by deep neural networks.\n \n \n \n\n\n \n Ly, N. T.\n\n\n \n\n\n\n Ph.D. Thesis, 東京農工大学, 2021.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@phdthesis{ly2021handwritten,\n  title={Handwritten text recognition by deep neural networks},\n  author={Ly, Nam Tuan},\n  year={2021},\n  school={東京農工大学}\n}\n\n
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\n  \n 2020\n \n \n (3)\n \n \n
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\n \n\n \n \n \n \n \n An attention-based row-column encoder-decoder model for text recognition in Japanese historical documents.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, C. T.; and Nakagawa, M.\n\n\n \n\n\n\n Pattern Recognition Letters, 136: 134–141. 2020.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{ly2020attention,\n  title={An attention-based row-column encoder-decoder model for text recognition in Japanese historical documents},\n  author={Ly, Nam Tuan and Nguyen, Cuong Tuan and Nakagawa, Masaki},\n  journal={Pattern Recognition Letters},\n  volume={136},\n  pages={134--141},\n  year={2020},\n  publisher={North-Holland}\n}\n\n
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\n \n\n \n \n \n \n \n Hand-Drawn Object Detection for Scoring Wartegg Zeichen Test.\n \n \n \n\n\n \n Ly, N. T.; Liu, L.; Suen, C. Y.; and Nakagawa, M.\n\n\n \n\n\n\n In ICPRAI 2020 - Second International Conference on Pattern Recognition and Artificial Intelligence, pages 109–114, 2020. Springer\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{ly2020hand,\n  title={Hand-Drawn Object Detection for Scoring Wartegg Zeichen Test},\n  author={Ly, Nam Tuan and Liu, Lili and Suen, Ching Y. and Nakagawa, Masaki},\n  booktitle={ICPRAI 2020 - Second International Conference on Pattern Recognition and Artificial Intelligence},\n  pages={109--114},\n  year={2020},\n  organization={Springer}\n}\n\n
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\n \n\n \n \n \n \n \n Attention augmented convolutional recurrent network for handwritten Japanese text recognition.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, C. T.; and Nakagawa, M.\n\n\n \n\n\n\n In 2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR), pages 163–168, 2020. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{ly2020attention,\n  title={Attention augmented convolutional recurrent network for handwritten Japanese text recognition},\n  author={Ly, Nam Tuan and Nguyen, Cuong Tuan and Nakagawa, Masaki},\n  booktitle={2020 17th International Conference on Frontiers in Handwriting Recognition (ICFHR)},\n  pages={163--168},\n  year={2020},\n  organization={IEEE}\n}\n\n
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\n  \n 2019\n \n \n (6)\n \n \n
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\n \n\n \n \n \n \n \n 日本古典籍くずし字文書の文字列認識.\n \n \n \n\n\n \n Sato, A.; Kobayashi, K.; Ly, N. T.; Nguyen, C. T.; Kitamoto, A.; and Nakagawa, M.\n\n\n \n\n\n\n In 研究報告人文科学とコンピュータ (CH), volume 2019, pages 1–4, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@inproceedings{sato2019kuzushiji,\n  title={日本古典籍くずし字文書の文字列認識},\n  author={Sato, Akira and Kobayashi, Kokoro and Ly, Nam Tuan and Nguyen, Cuong Tuan and Kitamoto, Asanobu and Nakagawa, Masaki},\n  booktitle={研究報告人文科学とコンピュータ (CH)},\n  volume={2019},\n  number={4},\n  pages={1--4},\n  year={2019}\n}\n\n
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\n \n\n \n \n \n \n \n 階層化された情報システムのためのくずし字解読機能の試作.\n \n \n \n\n\n \n Kitadai, A.; Ly, N. T.; Nguyen, K. C.; Nakagawa, M.; and Yamamoto, K.\n\n\n \n\n\n\n In 日本情報考古学会第42回大会, pages 5, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{kitadai2019kuzushiji,\n  title={階層化された情報システムのためのくずし字解読機能の試作},\n  author={Kitadai, Akihito and Ly, Nam Tuan and Nguyen, Kha Cong and Nakagawa, Masaki and Yamamoto, Kazuaki},\n  booktitle={日本情報考古学会第42回大会},\n  pages={5},\n  year={2019}\n}\n\n
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\n \n\n \n \n \n \n \n Recognition of anomalously deformed kana sequences in Japanese historical documents.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, K. C.; Nguyen, C. T.; and Nakagawa, M.\n\n\n \n\n\n\n IEICE TRANSACTIONS on Information and Systems, 102(8): 1554–1564. 2019.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
\n 
@article{ly2019recognition,\n  title={Recognition of anomalously deformed kana sequences in Japanese historical documents},\n  author={Ly, Nam Tuan and Nguyen, Kha Cong and Nguyen, Cuong Tuan and Nakagawa, Masaki},\n  journal={IEICE TRANSACTIONS on Information and Systems},\n  volume={102},\n  number={8},\n  pages={1554--1564},\n  year={2019},\n  publisher={The Institute of Electronics, Information and Communication Engineers}\n}\n\n
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\n \n\n \n \n \n \n \n Recognition of Japanese historical text lines by an attention-based encoder-decoder and text line generation.\n \n \n \n\n\n \n Le, A. D.; Mochihashi, D.; Masuda, K.; Mima, H.; and Ly, N. T.\n\n\n \n\n\n\n In Proceedings of the 5th International Workshop on Historical Document Imaging and Processing, pages 37–41, 2019. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{le2019recognition,\n  title={Recognition of Japanese historical text lines by an attention-based encoder-decoder and text line generation},\n  author={Le, Anh Duc and Mochihashi, Daichi and Masuda, Katsuya and Mima, Hideki and Ly, Nam Tuan},\n  booktitle={Proceedings of the 5th International Workshop on Historical Document Imaging and Processing},\n  pages={37--41},\n  year={2019}\n}\n\n
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\n \n\n \n \n \n \n \n An attention-based end-to-end model for multiple text lines recognition in japanese historical documents.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, C. T.; and Nakagawa, M.\n\n\n \n\n\n\n In 2019 International Conference on Document Analysis and Recognition (ICDAR), pages 629–634, 2019. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ly2019attention,\n  title={An attention-based end-to-end model for multiple text lines recognition in japanese historical documents},\n  author={Ly, Nam Tuan and Nguyen, Cuong Tuan and Nakagawa, Masaki},\n  booktitle={2019 International Conference on Document Analysis and Recognition (ICDAR)},\n  pages={629--634},\n  year={2019},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n 013 Ⅱ 論考編 研究成果の活用と関連研究 変体仮名の認識.\n \n \n \n\n\n \n Nguyen, H. T.; Ly, N. T.; Nguyen, K. C.; Nguyen, C. T.; and Nakagawa, M.\n\n\n \n\n\n\n 木簡など出土文字資料の資源化のための機能的情報集約と知の結集,199–202. 2019.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@article{nguyen2019013,\n  title={013 Ⅱ 論考編 研究成果の活用と関連研究 変体仮名の認識},\n  author={Nguyen, Hung Tuan and Ly, Nam Tuan and Nguyen, Kha Cong and Nguyen, Cuong Tuan and Nakagawa, Masaki},\n  journal={木簡など出土文字資料の資源化のための機能的情報集約と知の結集},\n  pages={199--202},\n  year={2019},\n  publisher={独立行政法人国立文化財機構奈良文化財研究所}\n}\n\n
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\n  \n 2018\n \n \n (1)\n \n \n
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\n \n\n \n \n \n \n \n Training an end-to-end model for offline handwritten Japanese text recognition by generated synthetic patterns.\n \n \n \n\n\n \n Ly, N. T.; Nguyen, C. T.; and Nakagawa, M.\n\n\n \n\n\n\n In 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR), pages 74–79, 2018. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ly2018training,\n  title={Training an end-to-end model for offline handwritten Japanese text recognition by generated synthetic patterns},\n  author={Ly, Nam Tuan and Nguyen, Cuong Tuan and Nakagawa, Masaki},\n  booktitle={2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR)},\n  pages={74--79},\n  year={2018},\n  organization={IEEE}\n}\n\n
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\n  \n 2017\n \n \n (5)\n \n \n
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\n \n\n \n \n \n \n \n Deep convolutional recurrent network for segmentation-free offline handwritten Japanese text recognition.\n \n \n \n\n\n \n Ly, N.; Nguyen, C.; Nguyen, K.; and Nakagawa, M.\n\n\n \n\n\n\n In 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), volume 7, pages 5–9, 2017. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{ly2017deep,\n  title={Deep convolutional recurrent network for segmentation-free offline handwritten Japanese text recognition},\n  author={Ly, Nam-Tuan and Nguyen, Cuong-Tuan and Nguyen, Kha-Cong and Nakagawa, Masaki},\n  booktitle={2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR)},\n  volume={7},\n  pages={5--9},\n  year={2017},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n Attempts to recognize anomalously deformed Kana in Japanese historical documents.\n \n \n \n\n\n \n Nguyen, H. T.; Ly, N. T.; Nguyen, K. C.; Nguyen, C. T.; and Nakagawa, M.\n\n\n \n\n\n\n In Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, pages 31–36, 2017. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{nguyen2017attempts,\n  title={Attempts to recognize anomalously deformed Kana in Japanese historical documents},\n  author={Nguyen, Hung Tuan and Ly, Nam Tuan and Nguyen, Kha Cong and Nguyen, Cuong Tuan and Nakagawa, Masaki},\n  booktitle={Proceedings of the 4th International Workshop on Historical Document Imaging and Processing},\n  pages={31--36},\n  year={2017}\n}\n\n
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\n \n\n \n \n \n \n \n Multi-column CNNs for skeleton based human gesture recognition.\n \n \n \n\n\n \n Nguyen, D.; Ly, T.; Truong, T.; and Nguyen, D.\n\n\n \n\n\n\n In 2017 9th International Conference on Knowledge and Systems Engineering (KSE), pages 179–184, 2017. IEEE\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@inproceedings{nguyen2017multi,\n  title={Multi-column CNNs for skeleton based human gesture recognition},\n  author={Nguyen, Dai-Hai and Ly, Tuan-Nam and Truong, Thi-Huong and Nguyen, Duc-Dung},\n  booktitle={2017 9th International Conference on Knowledge and Systems Engineering (KSE)},\n  pages={179--184},\n  year={2017},\n  organization={IEEE}\n}\n\n
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\n \n\n \n \n \n \n \n AI recognizes anomalously deformed Kana.\n \n \n \n\n\n \n Ly, N. T.; and Nguyen, K. C.\n\n\n \n\n\n\n 2017.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{ly2017ai,\n  title={AI recognizes anomalously deformed Kana},\n  author={Ly, Nam Tuan and Nguyen, Kha Cong},\n  journal={https://www.tuat.ac.jp/en/NEWS/research/20171217\\_01.html},\n  year={2017}\n}\n\n
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\n \n\n \n \n \n \n \n \n 古典籍のくずし字をAIが認識.\n \n \n \n \n\n\n \n Ly, N. T.; and Nguyen, K. C.\n\n\n \n\n\n\n 2017.\n \n\n\n\n
\n\n\n\n \n \n \"古典籍のくずし字をAIが認識Paper\n  \n \n\n \n\n \n link\n  \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n  \n \n \n\n\n\n
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@misc{ly2017kuzushijirecogn,\n  title={古典籍のくずし字をAIが認識},\n  author={Ly, Nam Tuan and Nguyen, Kha Cong},\n  journal={Press release (Tokyo University of Agriculture and Technology)},\n  url={https://www.tuat.ac.jp/en/NEWS/research/20171217\\_01.html},\n  year={2017}\n}\n\n
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