Shinnosuke Ono

Master’s Student

University of Tokyo

Biography

I am a first-year master’s student at the University of Tokyo, supervised by Prof. Masashi Sugiyama and Prof. Takashi Ishida. Also, I am working as a research assistant at Matsuo-Iwasawa Lab, the University of Tokyo.

I am interested in understanding how machines learn, through the lens of representations.

Download my resume .

Interests

Representation Learning
Multimodal Models
Language Models
Reinforcement Learning

Education

M.Sc. in Computer Science, 2025-2027
University of Tokyo
B.Sc. in Information Science, 2021-2025
University of Tokyo

Experience

Research Assistant

Matsuo-Iwasawa Lab, University of Tokyo

Mar 2025 – Present Tokyo, Japan

Development of Foundation Models for Robotics

Internship (Lead Engineer)

EQUES Inc.

Mar 2024 – Present Tokyo, Japan

Resposibilities include:

Development of Large Language Models for Pharmacy
Management of Internal Compute Servers
Engineer Training

Internship (Machine Learning Engineer)

Matsuo Institute, Inc.

Sep 2023 – Mar 2025 Tokyo, Japan

Development & Evaluation of Time Series Analysis

Featured Publications

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Issey Sukeda, Takuro Fujii, Kosei Buma, Shunsuke Sasaki, Shinnosuke Ono

May 2025 arXiv Preprint

A Japanese Language Model and Three New Evaluation Benchmarks for Pharmaceutical NLP

This paper presents a Japanese phamaceutical-specific langauge model, JPharmatron, along with a benchmark suite consisting three new benchmarks: YakugakuQA (Japanese national pharmacist licensing exams); NayoseQA (cross-lingual synonym and terminology normalization); and SogoCheck (consistency reasoning between paired statements.)