Sho Takase

(slideshare, github)

NTT Communication Science Laboratories
Linguistic Intelligence Research Group
e-mail: takase.sho [aatt] lab.ntt.co.jp

Research Interest

Knowledge acquisition
Phrase/Sentence composition
Neural Summarization

Publications

Journal Papers

  • Sho Takase, Naoaki Okazaki, Kentaro Inui. Learning to Compose Distributed Representations of Relational Patterns (in Japanese). Transactions of the Japanese Society for Artificial Intelligence, vol. 32, No. 4., July 2017. pdf
  • Sho Takase, Naoaki Okazaki, Kentaro Inui. Modeling semantic compositionality of relational patterns. Engineering Applications of Artificial Intelligence, vol. 50, pp.256--264, April 2016. pdf
  • Sho Takase, Naoaki Okazaki, Kentaro Inui. Set Expansion Using Sibling Relationships Between Semantic Categories (in Japanese). Journal of Natural Language Processing, vol. 20, No. 2, June 2013. pdf

(Refereed) International Conference Papers

  • Sho Takase, Jun Suzuki, Masaaki Nagata. Direct Output Connection for a High-Rank Language Model. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018).
  • Jun Suzuki, Sho Takase, Hidetaka Kamigaito, Makoto Morishita, Masaaki Nagata. An Empirical Study of Building a Strong Baseline for Constituency Parsing. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018).
  • Sho Takase, Jun Suzuki, Masaaki Nagata. Input-to-Output Gate to Improve RNN Language Models. In Proceedings of the 8th International Joint Conference on Natural Language Processing (IJCNLP 2017), pp.43--48, November 2017. pdf, code
  • Shota Sasaki, Sho Takase, Naoya Inoue, Naoaki Okazaki and Kentaro Inui. Handling Multiword Expressions in Causality Estimation. In proceedings of the 12th International Conference on Computational Semantics (IWCS 2017), Septembre 2017.
  • Sho Takase, Jun Suzuki, Naoaki Okazaki, Tsutomu Hirao and Masaaki Nagata. Neural Headline Generation on Abstractive Meaning Representation. In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2016), pp. 1054--1059, November 2017. pdf
  • Sho Takase, Naoaki Okazaki and Kentaro Inui. Composing Distributed Representations of Relational Patterns. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (ACL 2016), pp.2276--2286, August 2016. pdf, poster, dataset, code
  • Sho Takase, Naoaki Okazaki and Kentaro Inui. Fast and Large-scale Unsupervised Relation Extraction. In Proceedings of the 29th Pacific Asia Conference on Language Information and Computing (PACLIC29), pp.96--105, October 2015. pdf
  • Sho Takase, Akiko Murakami, Miki Enoki, Naoaki Okazaki and Kentaro Inui. Detecting Chronic Critics Based on Sentiment Polarity and User’s Behavio in Social Media. In Proceedings of the ACL student research workshop 2013, pp.110--116, 2013. pdf
  • Sho Takase, Naoaki Okazaki and Kentaro Inui. Set Expansion using Sibling Relations between Semantic Categories. In Proceedings of the 26th Pacific Asia Conference on Language Information and Computing (PACLIC26), pp.525--534, November 2012. pdf

Misc

  • Sho Takase, Naoaki Okazaki. Construction of Relation Knowledge Base from Natural Language Text. Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, vol. 29, No. 2, pp.55--64, April 2017, in Japanese.

Invited Talks

  • International Conference Report EMNLP 2016 (2). The 18th Spoken Language Symposium & The Third Natural Language Processing Symposium, December 2016.
  • ACL 2013 Participation Report. The 8th NLP Symposium for Young Researchers, September 2013.

Awards

  • JSAI Best Paper Award (2018).
  • The 24th Annual Meeting of the Association for Natural Language Processing Paper Award (2018).
  • Dean's Award for Excellence in Graduate School of Information Sciences at Tohoku University (2017).
  • The 29th Annual Meeting of the JSAI Conference Student Incentive Award (2015).
  • The 21th Annual Meeting of the Association for Natural Language Processing Excellent Paper Award (2015).

Program commitee member

  • Young Researcher Association for NLP Studies (YANS) (2017 - 2018).

Biography

  • Ph.D. Graduate School of Information Sciences, Tohoku University (2014. 4 - 2017. 3).
  • M.Sc. Graduate School of Information Sciences, Tohoku University (2012. 4 - 2014. 3).
  • B.Eng. Tohoku University (2008. 4 - 2012. 3).