People
Sumio Fujita Project Researcher, LY 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.
Publications
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- CONFERENCE (INTERNATIONAL)
- Stochastic Submodular Maximization with Performance-Dependent Item Costs
- Takuro Fukunaga (RIKEN), Takuya Konishi (NII), Sumio Fujita, Ken-ichi Kawarabayashi (NII)
- The Thirty-Third AAAI Conference on Artificial Intelligence
- January 27, 2019
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- CONFERENCE (INTERNATIONAL)
- Challenges of Multileaved Comparison in Practice: Lessons from NTCIR-13 OpenLiveQ Task
- Makoto P. Kato (Kyoto Univ.), Tomohiro Manabe, Sumio Fujita, Akiomi Nishida and Takehiro Yamamoto (Kyoto Univ.)
- The 27th ACM International Conference on Information and Knowledge Management short paper
- October 22, 2018
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- CONFERENCE (INTERNATIONAL)
- Exploring People’s Attitudes and Behaviors Toward Careful Information Seeking in Web Search
- Takehiro Yamamoto (Kyoto Univ.), Yusuke Yamamoto (Shizuoka Univ.), Sumio Fujita
- The 27th ACM International Conference on Information and Knowledge Management
- October 22, 2018
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- CONFERENCE (INTERNATIONAL)
- Classifying Community QA Questions That Contain an Image
- Kenta Tamaki(Waseda Univ.), Riku Togashi, Sosuke Kato (Waseda Univ.), Sumio Fujita, Hideyuki Maeda (CyberAgent, Inc.), Tetsuya Sakai (Waseda Univ)
- The 4th ACM SIGIR International Conference on the Theory of Information Retrieval
- September 14, 2018
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- WORKSHOP (DOMESTIC)
- A Comparative Study of Deep Learning Approaches for Visual Question Classification in Community QA
- Hsin-Wen Liu (Waseda Univ.), Avikalp Srivastava (CMU), Sumio Fujita, Toru Shimizu, Riku Togashi, Tetsuya Sakai (Waseda Univ.)
- 第11回Webとデータベースに関するフォーラム / IPSJ IFAT研究会
- September 12, 2018
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- OTHERS (DOMESTIC)
- 色・形状・テクスチャに基づく画像検索の自動評価と多様化
- 富樫 陸, 藤田 澄男, 酒井 哲也(早稲田大学)
- 第167回データベースシステム・第132回情報基礎とアクセス技術合同研究発表会
- September 12, 2018
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- CONFERENCE (INTERNATIONAL)
- Boosting PageRank Scores by Optimizing Internal Link Structure
- Naoto Ohsaka (UTokyo), Tomohiro Sonobe (NII), Naonori Kakimura (UTokyo), Takuro Fukunaga (Riken AIP), Sumio Fujita, Ken-ichi Kawarabayashi (NII)
- The 29th International Conference on Database and Expert Systems Applications
- September 03, 2018
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- OTHERS (INTERNATIONAL)
- A Step from VQA to CQA: Adapting Visual QA Models for Community QA Tasks
- Avikalp Srivastava (CMU), HsinWen Liu (Waseda Univ.), Sumio Fujita
- arXiv.org
- August 29, 2018
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- CONFERENCE (DOMESTIC)
- Classifying Community QA Questions That Contain an Image
- 玉置 賢太 (早大), 富樫 陸, 藤田 澄男, 河東 宗祐 (早大), 前田 英行, 酒井 哲也 (早大)
- 第10回データ工学と情報マネジメントに関するフォーラム
- March 31, 2018
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- CONFERENCE (DOMESTIC)
- コミュニティQ&Aサイトにおける 質問検索システムの大規模オンライン評価
- 加藤 誠(京大), 山本 岳洋(京大)真鍋 知博, 西田 成臣, 藤田 澄男
- 第10回データ工学と情報マネジメントに関するフォーラム
- March 31, 2018
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- CONFERENCE (INTERNATIONAL)
- AdaFlock: Adaptive Feature Discovery for Human-in-the-loop Predictive Modeling
- Ryusuke Takahama (scouty Inc.), Yukino Baba (Kyoto Univ.), Nobuyuki Shimizu, Sumio Fujita, Hisashi Kashima (Kyoto univ.)
- The Thirty-Second AAAI Conference on Artificial Intelligence
- February 02, 2018
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- JOURNAL (INTERNATIONAL)
- Scalable Twitter user clustering approach boosted by Personalized PageRank
- Anup Naik, Hideyuki Maeda, Vibhor Kanojia, Sumio Fujita
- International Journal of Data Science and Analytics
- December 29, 2017
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- CONFERENCE (INTERNATIONAL)
- Overview of the NTCIR-13 OpenLiveQ Task
- Makoto P. Kato (Kyoto Univ.), Takehiro Yamamoto (Kyoto Univ.), Tomohiro Manabe, Akiomi Nishida and Sumio Fujita
- The 13th NTCIR Conference
- December 05, 2017
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- JOURNAL (INTERNATIONAL)
- YJRS at the NTCIR-13 OpenLiveQ Task
- Tomohiro Manabe, Akiomi Nishida and Sumio Fujita
- The 13th NTCIR Conference
- December 05, 2017
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- CONFERENCE (INTERNATIONAL)
- Dual Constrained Question Embeddings with Relational Knowledge Bases for Simple Question Answering
- Kaustubh Kulkarni, Riku Togashi, Hideyuki Maeda, Sumio Fujita
- International Joint Conference on Natural Language Processing
- November 27, 2017
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- CONFERENCE (INTERNATIONAL)
- Mobile Vertical Ranking based on Preference Graphs
- Yuta Kadotami(Waseda Univ.), Yasuaki Yoshida, Sumio Fujita, Tetsuya Sakai(Waseda Univ.)
- SIGIR International Conference on the Theory of Information Retrieval
- October 01, 2017
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- CONFERENCE (INTERNATIONAL)
- Mining Alternative Actions from Community Q&A Corpus for Task-Oriented Web Search
- Suppanut Pothirattanachaikul (Kyoto Univ.), Takehiro Yamamoto (Kyoto Univ.), Sumio Fujita, Akira Tajima, and Katsumi Tanaka (Kyoto Univ.)
- IEEE/WIC/ACM International Conference on Web Intelligence 2017
- August 25, 2017
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- CONFERENCE (INTERNATIONAL)
- Online Optimization of Video-Ad Allocation
- Hanna Sumita (NII), Yasushi Kawase (TITech), Sumio Fujita, Takuro Fukunaga (NII)
- International Joint Conference on Artificial Intelligence
- August 19, 2017
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- CONFERENCE (INTERNATIONAL)
- LSTM vs. BM25 for Open-domain QA: A Hands-on Comparison of Effectiveness and Efficiency
- Sosuke Kato (Waseda University), Riku Togashi , Hideyuki Maeda, Sumio Fujita, Tetsuya Sakai (Waseda University)
- The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval
- August 15, 2017
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- CONFERENCE (INTERNATIONAL)
- A Comparative Live Evaluation of Multileaving Methods on a Commercial cQA Search
- Tomohiro Manabe, Akiomi Nishida, Makoto P. Kato (Kyoto University), Takehiro Yamamoto (Kyoto University), Sumio Fujita
- The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval
- August 07, 2017