Wataru Hirota
Publications
Papers
- Jin Wang, Yuliang Li, Wataru Hirota. Machamp: A Generalized Entity Matching Benchmark. CIKM 2021 (Resource Track). arXiv.
- Yuliang Li, Jinfeng Li, Yoshihiko Suhara, Jin Wang, Wataru Hirota, Wang-Chiew Tan. Deep Entity Matching: Challenges and Opportunities. Journal of Data and Information Quality. 2021.
- Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan. Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization. AAAI. 2020. arXiv.
- Mitsuhiro Eto, Wataru Hirota, Shigeto Seno, Hideo Matsuda. Asymmetric Integration of Single-Cell Transcriptomic Data using Latent Dirichlet Allocation and Procrustes Analysis. IEEE BIBM. 2018.
Conferences
- Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan. Semantic Cross-lingual Sentence Embeddings. RepL4NLP (hosted by ACL). 2019.
- Wataru Hirota, Mitsuhiro Eto, Shigeto Seno, Hideo Matsuda. A method for cluster analysis of single-cell gene expression data using the Pachinko Allocation Model. Mathematical Modeling and Problem Solving. 2017. (in Japanese)
- Wataru Hirota, Naoto Ishida, Keigo Naito, Taiga Honda, Masayoshi Iwamoto, Makoto Matsushita, Katsuro Inoue. A language-agnostic debugging support tool. IPSJ Software Engineering Symposium. 2016. (In Japanese)
Experience
Career
- Stockmark Inc, Tokyo, Japan. Sep 2021 - Present.
Research Engineer
- Megagon Labs, Mountain view, CA. Apr 2020 - May 2021.
Research Associate
Internships
- Megagon Labs, Mountain view, CA. Jan 2019 - Mar 2019.
Research internship (theme: multilingual sentence embedding)
- NTT Laboratory, Tokyo, Japan. Aug 2018 - Sep 2018.
Research internship (theme: anomaly detection of server logs)
Education
- Master of Science from Osaka University, Japan. Mar 2020.
Supervisor: Makoto Onizuka
- Bachelor of Science from Osaka University, Japan. Mar 2018.
Supervisor: Hideo Matsuda
Links
Contact
{my first name}@whiro.me