Education
- 2014－present, Tokyo Institute of Technology, JAPAN
Department of Computational Intelligence and Systems Science, Ph.D. student - 2012－2014, Tokyo Institute of Technology, JAPAN
Department of Computational Intelligence and Systems Science
Master of Engineering, March, 2014 - 2010－2012, Gunma National College of Technology, JAPAN
Advanced Engineering Course
Bachelor of Engineering, March, 2012
Employment
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April 2018－present, EduLab, Inc., JAPAN
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April 2017－March 2018, Tokyo Institute of Technology, JAPAN
Research Assistant
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August 2017－September 2017, Gunosy, Inc., JAPAN
Internship
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May 2016－March 2017, Artificial Intelligence Research Center (AIRC), National Institute of Advanced Industrial Science and Technology (AIST), JAPAN
Technical Staff
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June 2013－October 2013, Tokyo Institute of Technology, JAPAN
Research Assistant
Research Interests
- Text Summarization, specifically Personalized Summarization
- Natural Language Generation, specifically Data-to-Text
- Recommender Systems
Publications
Domestic Journals
- Soichiro Murakami, Akihiko Watanabe, Akira Miyazawa, Keiichi Goshima, Toshihiko Yanase, Hiroya Takamura and Yusuke Miyao.
Learning to Generate Market Comments from Stock Prices.
Journal of Natural Language Processing, Vol. 27, No. 2, 2020 (in Japanese).
- Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura, Manabu Okumura.
Generating Personalized Snippets for Web Page Recommender Systems.
Journal of the Japanese Society for Artificial Intelligence (JSAI), Vol. 31, No. 5, 2016 (in Japanese).
International Conferences
- Soichiro Murakami, Akihiko Watanabe, Akira Miyazawa, Keiichi Goshima, Toshihiko Yanase, Hiroya Takamura and Yusuke Miyao.
Learning to Generate Market Comments from Stock Prices.
In proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017), pp. 1374ー1384, (2017) . - Yuta Kikuchi, Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura, Manabu Okumura.
Learning from Numerous Untailored Summaries.
In proceedings of the 14th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2016), pp. 206－219, (2016). - Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura, Manabu Okumura.
Generating Personalized Snippets for Web Page Recommender Systems.
In proceedings of the 2014 IEEE/WIC/ACM international conference on Web Intelligence (WI 2014), pp. 218－225, (2014).
Domestic Conferences
- Toshihiko Yanase, Kohsuke Yanai, Yoshiki Niwa, Soichiro Murakami, Akihiko Watanabe, Akira Miyazawa, Keiichi Goshima, Hiroya Takamura, Yusuke Miyao, Toru Nakata.
企業経営における意思決定支援のためのイベント抽出
In proceedings of the 31st Japanese Society for Artificial Intelligence 2017 (in Japanese). - Soichiro Murakami, Akihiko Watanabe, Akira Miyazawa, Keiichi Goshima, Toshihiko Yanase, Hiroya Takamura, Yusuke Miyao.
時系列数値データからの概況テキストの自動生成
In proceedings of the 23rd Annual Meeting of the Association for Natural Language Processing 2017 (in Japanese). - Akihiko Watanabe, Soichiro Murakami, Akira Miyazawa, Keiichi Goshima, Toshihiko Yanase, Hiroya Takamura, Yusuke Miyao.
TRF: テキストの読みやすさ解析ツール
In proceedings of the 23rd Annual Meeting of the Association for Natural Language Processing 2017 (in Japanese). - Yuta Kikuchi, Akihiko Watanabe, Hiroya Takamura and Manabu Okumura.
大規模要約資源としてのNew York Times Annotated Corpus.
In proceedings of the 224th IPSJ Natural Language Processing 2015 (in Japanese). - Yuta Kikuchi, Akihiko Watanabe, Hiroya Takamura and Manabu Okumura.
重要箇所同定用コーパスの構築―New York Times Annotated Corpusの文書要約資源化に向けて―.
In proceedings of the 21th Annual Meeting of the Association for Natural Lanaguage Processing 2015 (in Japanese). - Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura and Manabu Okumura.
Generating Personalized Snippets for Web Page Recommender Systems.
In proceedings of the 20th Annual Meeting of the Association for Natural Language Processing 2014 (in Japanese).
Activities
- October 2013－March 2016, Academy for Global Leadership (AGL) at Tokyo Institute of Technology
Programming Skills
- Python, C++, Java, Perl, C, JavaScript