Ryosuke Yamaki
Ph.D. student at Ritsumeikan University Kyoto / Osaka, Japan
Ryosuke Yamaki
Ph.D. student at Ritsumeikan University Research Area: Syntactic Parsing, Text to Image Generation My CV is available here (last modified: Apr. 4, 2024).
About
I am currently a doctoral student in the Graduate School of Information Science and Engineering at Ritsumeikan University, where I am conducting research on natural language processing and computer vision using deep learning. Within the field of natural language processing, I specialize in syntactic parsing, and my current work involves fundamental research on integrating syntactic parsing techniques with large language models and image generation models. In my research, I aim to realize human-specific cognitive functions (e.g., creative aspects of natural language) using computers, and I am also strongly interested in applying natural language processing and other deep learning-related technologies to actual social problems and business.
Research and Work Experience
Technical Assistant | Kyoto University
Apr 2024 - present
Technical assistant related to research activities, including management of computing resources and
networks in Taniguchi Lab, Graduate School of Informatics, Kyoto University.
Researcher | ProPlace Inc.
Oct 2022 - present
Lead research in Natural Language Processing and Computer Vision related to the advertisement
domain.
Research Assistant | Ritsumeikan University
Apr 2022 - Mar 2024
Research assistance on integration of natural language and real-world information with deep
generative models.
Teaching Assistant | Ritsumeikan University
Apr 2021 - present
Teaching assistance for classes on probability, statistics, and machine learning.
Internship | Caspar.AI
Aug 2018 - Sep 2018
Work related to installation and configuration of AI smart home systems in residential buildings.
Education
Ritsumeikan University | Ph.D. in Engineering
Apr 2023 - present
Major: Computer Science and Engineering
Supervisors: Prof. Nobutaka Shimada and Prof. Tadahiro Taniguchi
Conducting research on natural language processing, syntactic parsing, and image generation.
Ritsumeikan University | Master of Engineering
Apr 2021 - Mar 2023
Major: Computer Science and Engineering
Supervisor: Prof. Tadahiro Taniguchi
Grade: Overall GPA: 3.87/4.00
Graduated top of the class and class representative.
Conducted research on natural language processing and syntactic parsing.
Ritsumeikan University | Undergraduate
Apr 2018 - Mar 2021
Major: Computer Science and Engineering
Supervisor: Prof. Tadahiro Taniguchi
Grade: Overall GPA: 3.79/4.00
Skipped the fourth year of undergraduate studies and matriculated directly into graduate school.
Publications and Presentations
International Conferences and Symposiums
- Ryosuke Yamaki, Tadahiro Taniguchi, Daichi Mochihashi. Holographic CCG Parsing. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics. 2023. Oral.
- Haruka Kumagai, Ryosuke Yamaki, Hiroki Naganuma. Story-to-Images Translation: Leveraging Diffusion Models and Large Language Models for Sequence Image Generation. The 2nd Workshop on User-centric Narrative Summarization of Long Videos. 2023.
Preprints
- Yuji Naraki, Ryosuke Yamaki, Yoshikazu Ikeda, Takafumi Horie, Hiroki Naganuma. Augmenting NER Datasets with LLMs: Towards Automated and Refined Annotation. arXiv preprint arXiv:2404.01334. 2024. Under Review.
Domestic Conferences and Symposiums
- 山木良輔, 品川政太朗, 持橋大地, 谷口忠大. Hol-CCG構文解析と拡散モデルの統合による構文構造を陽に考慮した画像生成. 言語処理学会第30回年次大会発表論文集. 2024. 1535-1540.
- 松井悠太, 山木良輔, 上田亮, 品川政太朗, 谷口忠大. Metropolis-Hastings Captioning Game による複数の視覚言語モデルのベイズ的統合. 言語処理学会第30回年次大会発表論文集. 2024. 1925-1930.
- 楢木悠士, 山木良輔, 池田愛和, 堀江孝文, 長沼大樹. 固有表現抽出における大規模言語モデルを用いた自動アノテーション. 言語処理学会第30回年次大会発表論文集. 2024. 2171-2176.
- 長谷川翔一, 伊藤昌樹, 山木良輔, 坂口太一, 萩原良信, 谷口彰, エルハフィロトフィ, 谷口忠大. 生活支援ロボットの行動計画のための大規模言語モデルと場所概念モデルの活用. 第41回日本ロボット学会学術講演会(RSJ2023). 2023.
- 山木良輔. Holographic CCG —構文構造と実世界情報の統合—. 日本認知言語学会第24回全国大会. 2023.
- 熊谷はるか, 山木良輔, 長沼大樹. 物語のコンテキスト情報を用いた拡散モデル. 第26回画像の認識・理解シンポジウム(MIRU2023). 2023.
- 山木良輔, 谷口忠大, 持橋大地. 構文解析と画像生成の統合による機能語の言語理解. 言語処理学会.第29回年次大会発表論文集. 2023. 3008-3012.
- 山木良輔, 楢木悠士, 長沼大樹. 大規模言語モデルによる脚本データの解析: プロダクト・プレイスメント挿入箇所の探索と評価. 言語処理学会第29回年次大会発表論文集. 2023. 2748-2752.
- 長谷川翔一, 山木良輔, 谷口彰, 萩原良信, エルハフィロトフィ, 谷口忠大. 大規模言語モデルと場所概念モデルの統合による未観測物体の語彙を含んだ言語指示理解. 第37回人工知能学会全国大会論文集. 2023.
- 山木良輔, 谷口忠大, 持橋大地. Holographic EmbeddingsによるCCG構文解析. 言語処理学会第28回年次大会発表論文集. 2022. 1221-1226.
Article
Invited Talk
Scholarship and Fellowship
Skills
Programming: Python, C, Julia, MATLAB
Framework and Tools: PyTorch, Git, Docker, WandB, SQL
Languages: Japanese (Native), English (Professional working proficiency)
Licenses and Certifications
- Network Specialist Examination, Jun 2021, Issued by Ministry of Economy, Trade and Industry
- Database Specialist Examination, Dec 2020, Issued by Ministry of Economy, Trade and Industry
- Applied Information Technology Engineer Examination, Dec 2019, Issued by Ministry of Economy, Trade and Industry
- Fundamental Information Technology Engineer Examination, May 2019, Issued by Ministry of Economy, Trade and Industry
- TOEIC Listening & Reading Test: 950/990, Dec 2019, Issued by ETS
- Driver's License, Jul 2018, Issued by Public Safety Commission
- 2nd class Qualified Certified Electrician, Jan 2021, Issued by Ministry of Economy, Trade and Industry
- 2nd grade Certified Skilled Worker of Financial Planning, Oct 2022, Issued by Japan Association for Financial Planners
- 3rd grade Certified Skilled Worker of Financial Planning, Jun 2022, Issued by Japan Association for Financial Planners
- Aromatherapy Test Level 1, Dec 2022, Issued by Aroma Environment Association of Japan