A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP
arXiv:2505.16661
Issey Sukeda, Takuro Fujii, Kosei Buma, Shunsuke Sasaki, Shinnosuke Ono
[arxiv]
JAPAGEN: Efficient Few/Zero-shot Learning via Japanese Training Dataset Generation with LLM
38th Pacific Asia Conference on Language, Information, and Computation (PACLIC), 2024, Oral Presentation
Takuro Fujii, Satoru Katsumata
[arxiv] [acl anthology] [slide] [github]
Automated Sperm Assessment Framework and Neural Network Specialized for Sperm Video Recognition
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024, Application Track
Takuro Fujii, Hayato Nakagawa, Teppei Takeshima, Yasushi Yumura, Tomoki Hamagami
[arxiv] [proceedings] [poster] [github]
BiLMa: Bidirectional Local-Matching for Text-based Person Re-identification
IEEE/CVF International Conference on Computer Vision (ICCV), 2023: 5th Workshop on Closing the Loop between Vision and Language (ICCV-CLVL 2023), archival track
Takuro Fujii, Shuhei Tarashima
[arxiv] [proceedings] [poster]
How do different tokenizers perform on downstream tasks in scriptio continua languages?: A case study in Japanese
The 61st Annual Meeting of Association for Computertational Linguistics: Student Research Workshop (ACL-SRW 2023)
Takuro Fujii, Koki Shibata, Atsuki Yamaguchi, Terufumi Morishita and Yasuhiro Sogawa
[arxiv] [acl anthology] [poster] [github]
Investigation to generate synthetic training data by LLM on Japanese tasks
30th Annual Meeting of Language Processing Society of Japan (NLP)
Takuro Fujii, Satoru Katsumata
Cross Modal Person Re-identification based on Joint Optimization of MLM and MIM
Vision Engineering Workshop (ViEW) 2023, Japan Society for Precision Engineering
Takuro Fujii, Shuhei Tarashima
VisionTransformer and its Extensions for Advanced Medical Imaging Support
System/Control Joint Workshop, Division C, The Institute of Electrical Engineers of Japan (IEEJ)
Tomoki Hamagami, Takuro Fujii, Wang Mengyu
Two LLMs are better than one
18th Symposium of Young Researcher Association for NLP Studies Committee (YANS) Honorable Mention
Tatsuo Inaba, Takuro Fujii, Ryoma Obara, Koki Shibata
Do Different Japanese Tokenizers perform on downstream tasks?
29th Annual Meeting of Language Processing Society of Japan (NLP)
Takuro Fujii, Koki Shibata, Atsuki Yamaguchi, Yasuhiro Sogawa
Analysis for Reproductive Support with Deep Learning: How Neural Network Capture the Sperm Image/Video.
85th National Convention of Information Processing Society of Japan (IPSJ)
Takuro Fujii, Tomoki Hamagami, Teppei Takeshima, Misuki Yamamoto, Hiroe Ueno, Yasushi Yumura
Multi-Source Unsupervised Domain Adaptation using a Language Model and Domain Selection based on Distance Metrics.
21th Forum on Information Technology (FIT), Information Processing Society of Japan (IPSJ)
Takuro Fujii, Tomoki Hamagami