Ryosuke Yamaki
Ph.D. Student in Information Science andEngineering at Ritsumeikan University
Kyoto, Japan | yamaki.ryosuke@em.ci.ritsumei.ac.jp
AboutI am currently a doctoral student in the Graduate School of Information Scienceand Engineering at Ritsumeikan University, where I am conducting research on
natural language processing and computer vision using deep learning. Within thefield of natural language processing, I specialize in syntactic parsing, and mycurrent work involves fundamental research on integrating syntactic parsing
techniques with large language models and image generation models. In myresearch, I aim to realize human-specific cognitive functions (e.g., creative aspectsof natural language) using computers, and I am also strongly interested in applying
natural language processing and other deep learning-related technologies to actualsocial problems and business.

Research and Work Experience
Technical Assistant | Kyoto University 🔗

Apr 2024 - present

Technical assistant related to research activities, including management ofcomputing resources and networks in Taniguchi Lab, Graduate School ofInformatics, Kyoto University.
Researcher | ProPlace Inc. 🔗Oct 2022 - present

Lead research in Natural Language Processing and Computer Vision related tothe advertisement domain.
Research Assistant | Ritsumeikan University

Apr 2022 - Mar 2024

Research assistance on integration of natural language and real-worldinformation 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 inresidential buildings.

Education
Ritsumeikan University | Ph.D. Eng.
••

Apr 2023 - present

Major: Computer Science and Engineering
Supervisor: Prof. Nobutaka Shimada and Prof. Tadahiro Taniguchi•Conducting research on natural language processing, syntactic parsing, andimage generation.

Ritsumeikan University | M. Eng.
•••••

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 2021 - Mar 2023

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 directlyinto 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 andRefined 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•

山木良輔. Holographic CCG Parsing. 自然言語処理. 30.4 (2023): 1251-1255. 🔗Invited Talk•
山木良輔. 言葉を操る人工知能と言葉のあいまい性. 立命館中学校ライスボールセミナー. 2023.
🔗•

山木良輔. Holographic CCG Parsing. NLP コロキウム. 2023. 🔗Academic Awards
優秀賞 🔗•

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(NLP2023)

博報堂 DY ホールディングス賞 🔗Mar 2023

Mar 2023•

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(NLP2023)

若手奨励賞 🔗•Holographic Embeddings による CCG 構文解析•

言語処理学会第 28 回年次大会(NLP2022)

Mar 2022

Scholarship and Fellowship
Ritsumeikan Advanced Research Academy Student Fellow 🔗•

JST SPRING program to support doctoral students. 🔗•

Grant Number: JPMJSP2101

Ritsumeikan University Saionji Memorial Scholarship 🔗Apr 2023 - present

Dec 2018 - Dec 2020

•Merit-based scholarship to encourage students who are recognized as having
achieved excellent grades in their academic courses leading to a bachelor’s
degree and who exemplify learning and growth at the University.

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 IndustryApplied 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 2022Issued by Japan Association for Financial Planners
Aromatherapy Test Level 1
Issued by Aroma Environment Association of JapanDec 2022