Computational Linguistics Laboratory,
Graduate School of Information Science,
Nara Institute of Science and Technology
8916-5 Takayama, Ikoma, Nara 630-0192, Japan
Contact
Research Interest
My research interests lie primarily in graph-based machine learning techniques & its application to natural language processing.
- Machine Learning : Semi-supervised Learning, Graph Construction, Classification
- Natural Language Processing : Word Sense Disambiguation, Summarization
Publications
Conference papers (refereed)
- Kohei Ozaki, Masashi Shimbo, Mamoru Komachi, Yuji Matsumoto : Using the Mutual k-Nearest Neighbor Graphs for Semi-supervised Classification on Natural Language Data, In Proceedings of the Fifteenth Conference on Computational Natural Language Learning (CoNLL 2011)., Portland, Oregon, (June. 2011) [pdf]
- Asad Habib, Masayuki Asahara, Yuji Matsumoto and Kohei Ozaki : JaPak IEOU: Japan-Pakistan's Input English Output Urdu (A Case Sensitive Proposed Standard Input System for Perso-Arabic Script Clients), In Proceedings of the 2nd IEEE International Conrefence on Information and Emerging Technologies (ICIET 2010)., Karachi, Pakistan, (June. 2010)
Theses
- Kohei Ozaki: Mutual k-Nearest Neighbor Graphs for Semi-Supervised Learning, Master's Thesis (NAIST-IS-MT0951027), 2011.
(show/hide other papers written in Japanese)
Conference papers (non-refereed)
- 小嵜耕平, 新保仁, 小町守, 松本裕治 : ハブを作らないグラフ構築法を用いた半教師あり語義曖昧性解消. 情報処理学会第199回自然言語処理研究会. Vol.2010-NL199, No.15, (November 2010). (平成23年度情報処理学会山下記念研究賞)
- 小嵜耕平, 小町守, 新保仁, 松本裕治 : 半教師あり語義曖昧性解消のためのグラフスパース化. 情報処理学会第196回自然言語処理研究会. Vol.2010-NL196, No.19, (May 2010). (情報処理学会第196回自然言語処理研究会学生奨励賞受賞)
Symposiums and other presentations
- 小嵜耕平 : ミクシィにおける情報伝播の分析. 第5回 Webとデータベースに関するフォーラム2012 (WebDB Forum 2012), (December 2012)
- 小嵜耕平, 新保仁, 小町守, 松本裕治 : 高次元自然言語データのための次数上限付きグラフの構築. 自然言語処理合同研究会, (December 2010)
- 小嵜耕平, 新保仁, 松本裕治 : PHITS に基づくトピックを考慮した複数文書要約. NLP若手の回第4回シンポジウム, (September 2009)
Honor and Award
- 2012.03 : IPSJ Yamashita SIG Research Award 2011, Information Processing Society of Japan.
- 2010.05 : Best Student Paper Award, Special Interest Group of Natural Language Processing of the Information Processing Society of Japan.
- 2008.06 : Dean's Award for Excellence, the Faculty of Science and Engineering, Tokyo University of Science, Japan.
Working Experience
- 2012.05 ~ present : Engineer at mixi, inc.
- 2012.03 ~ 2012.04 : Graduate Student Researcher at Nara Institute of Science and Technology.
- 2011.04 ~ 2012.02 : Engineer at Hatena Co., Ltd.
- 2009.08 ~ 2009.10 : Summer Research Internship at Toshiba Corporate Research & Development Center.
- 2008.09 ~ 2009.03 : Part-time Engineer at Hatena Co., Ltd.
- 2008.09 : Summer Internship at Hatena Co., Ltd.
Last update: 2011-03-01 06:37