People
Sumio Fujita Project Researcher, LY Corporation Research
Have engaged in the research and development in effective information retrieval technologies for Japanese documents, including participations in NTCIRs and TRECs, especially participated in an early epoch of TREC Web tracks and occupied the position of the best performing systems in 2000. Carried out experiments in distributed retrieval, cross language retrieval, named page finding, patent document retrieval and medical document retrieval. Have joined Yahoo Japan Corporation in 2005, and worked on automatic query spell correction, vertical search technologies, automatic classification of e-commerce items and real time clustering tools for service inquiry mails. Meantime, have continued basic research such as document length normalization, pseudo relevance feedback, clustering hypothesis issues, and so on. Participated in the foundation of Yahoo! JAPAN Research in 2007, and works on mining from search user logs and its application to search related services.
Awards
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2025.5.22The 17th Forum on Data Engineering and Information Management 優秀インタラクティブ賞
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2025.5.22The 17th Forum on Data Engineering and Information Management 優秀論文賞
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2023.4.24The 15th Forum on Data Engineering and Information Management The Best Paper Award
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2021.9.30The 32nd DEXA Conferences and Workshops Best Paper Award
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2018.9.7WebDB Forum 2018 Best Paper Runners-up
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2017.5.26The 31th Annual Conference of the Japanese Society for Artificial Intelligence, 2017 Excellent Paper Award
Publications
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- JOURNAL (INTERNATIONAL)
- Evaluating the cultural alignment of multilingual LLMs in typical Japanese workplace scenarios
- Zhiwei Gao (NAIST), Nobuyuki Shimizu, Sumio Fujita, Shaowen Peng (NAIST), Shoko Wakamiya (NAIST), Eiji Aramaki (NAIST)
- PLOS ONE
- July 27, 2026
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- CONFERENCE (INTERNATIONAL)
- Model Merging as an Alternative to Fine-Tuning on Combined Data for a Multi-Domain Dense Retriever
- Taiga Sasaki (University of Hyogo), Takehiro Yamamoto (University of Hyogo), Hiroaki Ohshima (University of Hyogo), Sumio Fujita
- The 2026 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval
- July 24, 2026
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- CONFERENCE (INTERNATIONAL)
- Towards Adaptive and Retriever-friendly Retrieval-augmented Generation via Reinforcement Learning
- Yubo Fang (University of Tsukuba), Hai-Tao Yu (University of Tsukuba), Hideo Joho (University of Tsukuba), Sumio Fujita
- The 2026 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval
- July 24, 2026
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- CONFERENCE (INTERNATIONAL)
- Retrieval of LoRA Models based on Layer-Wise Weight Embedding without Metadata
- Yuro Kanada (Shizuoka University), Yuma Oe (Shizuoka University), Huu-Long Pham (University of Tsukuba), Makoto P. Kato (University of Tsukuba), Hiroaki Ohshima (University of Hyogo), Sumio Fujita, Yoshiyuki Shoji (Shizuoka University)
- The 16th ACM International Conference on Multimedia Retrieval
- June 15, 2026
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- CONFERENCE (INTERNATIONAL)
- Which LoRA Should Be Merged Next? Retrieving an Additional LoRA from a Target Image
- Daichi Sugita (Shizuoka University), Huu-Long Pham (University of Hyogo), Makoto P. Kato (University of Tsukuba), Hiroaki Ohshima (University of Hyogo), Sumio Fujita, Yoshiyuki Shoji (Shizuoka University)
- The 16th ACM International Conference on Multimedia Retrieval
- June 15, 2026
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- CONFERENCE (INTERNATIONAL)
- Retrieval-augmented Diffusion Language Model for Generative Commonsense Reasoning
- Yubo Fang (University of Tsukuba), Hai-Tao Yu (University of Tsukuba), Hideo Joho (University of Tsukuba), Sumio Fujita
- The 31st International Conference on Database Systems for Advanced Applications
- April 27, 2026
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- JOURNAL (DOMESTIC)
- モデルマージによるドメイン特化検索モデルの構築
- 佐々木 泰河 (兵庫県立大), 山本 岳洋 (兵庫県立大), 大島 裕明 (兵庫県立大), 藤田 澄男
- 情報処理学会論文誌データベース
- April 21, 2026
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- CONFERENCE (DOMESTIC)
- アドホック検索におけるモデルマージによる破滅的忘却の抑制
- 谷口 壮平 (兵庫県立大), 佐々木 泰河 (兵庫県立大), 山本 岳洋 (兵庫県立大), 大島 裕明 (兵庫県立大), 藤田 澄男
- 第18回データ工学と情報マネジメントに関するフォーラム(第24回日本データベース学会年次大会)
- February 28, 2026
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- CONFERENCE (DOMESTIC)
- ターゲットベクトルを用いた SPLADE への明示的な知識注入による概念マッピング効果検証
- 石川 敦也 (早大), 酒井 哲也 (早大), 藤田 澄男
- 第18回データ工学と情報マネジメントに関するフォーラム(第24回日本データベース学会年次大会)
- February 28, 2026
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- CONFERENCE (DOMESTIC)
- モデルのトークンエンベディングによる目標画像を生成するためにマージすべきLoRAの検索
- 杉田 大知 (静岡大学), ファム フーロン (兵庫県立大), 大島 裕明 (兵庫県立大), 藤田 澄男, 莊司 慶行 (静岡大学)
- 第18回データ工学と情報マネジメントに関するフォーラム(第24回日本データベース学会年次大会)
- February 28, 2026