I am a data scientist working at an advertising company. I am interested in how humans create metaphorical expressions and how to model such processes in computational frameworks.
Interests
- Natural Language Processing (Text Generation)
- Cognitive Linguistics (Metaphor)
Experience
- Data Analyst (2019–present)
Hakuhodo DY ONE (formerly D.A.Consortium Inc.) - Technical Staff (2016–2019)
Artificial Intelligence Research Center (AIRC) of National Institute of Advanced Industrial Science and Technology (AIST) - Research Assistant (2015–2016)
National Institute of Informatics (NII) - Software Developer (2012–2014)
Information Planning Co., Ltd.
Education
- PhD Student (2014–2021)
Department of Informatics, School of Multidisciplinary Sciences, The Graduate University for Advanced Studies - Bachelor of Arts in Economics (2012)
Department of Economics, School of Political Science and Economics, Waseda University
Publications
Journal Article
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Automatically Computable Metrics to Generate Metaphorical Verb Expressions
Akira Miyazawa and Yusuke Miyao. 2019.
Journal of Natural Language Processing 26, pp. 277–300.
[PDF] [BibTeX]
Conference Proceedings
- Controlling Contents in Data-to-Document Generation with Human-Designed Topic Labels
Aoki, K., Miyazawa, A., Ishigaki, T., Aoki, T., Noji, H., Goshima, K., Kobayashi, I., Takamura, H., and Miyao, Y. 2017.
In Proceedings of the 12th International Conference on Natural Language Generation (INLG).
[PDF] [BibTeX] [Code] - Generating Market Comments Referring to External Resources
Aoki, T., Miyazawa, A., Ishigaki, T., Goshima, K., Aoki, K., Kobayashi, I., Takamura, H., and Miyao, Y. 2018.
In Proceedings of the 11th International Conference on Natural Language Generation (INLG), pp. 135–139.
[PDF] [BibTeX] [Code] - Evaluation Metrics for Automatically Generated Metaphorical Expressions
Akira Miyazawa and Yusuke Miyao. 2018.
In Proceedings of the 12th International Conference on Computational Semantics (IWCS).
[PDF] [Poster] [BibTeX] [Code] - Learning to Generate Market Comments from Stock Prices
Murakami, S., Watanabe, A., Miyazawa, A., Goshima, K., Yanase, T., Takamura, H., and Miyao, Y. 2017.
In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL), pp. 1374–1384.
[PDF] [BibTeX] [Code]
Non-refereed Domestic Conferences
- 『動詞を用いたメタファー表現の自動生成』
宮澤 彬・宮尾 祐介
日本語用論学会 メタファー研究会(2018-12-14–2018-12-16)
[PDF] [Slide] - 『メタファーの自動生成に向けた客観的評価指標の検討』
宮澤 彬・宮尾 祐介
第231回自然言語処理研究会・第116回音声言語情報処理研究会(2017-05-15–2017-05-16)
[PDF] [BibTEX] [Slide] - 『日本語メタファーコーパス作成のためのガイドライン』
宮澤 彬・吉田 奈央・宮尾 祐介
言語処理学会第22回年次大会(NLP 2016)
[PDF] [BibTeX] [Code]