Sayaka
Nakamoto
RESEARCH
International Conferences
Domestic Conferences (in Japanese)
Mar. 2025
# techreport
# no-review
日本語小論文に対するLLM を用いた建設的フィードバックの
生成と分析
@ 言語理解とコミュニケーション研究会 (NLC)
中本さや香，嶋田和孝
Sep. 2022
# no-review
小論文自動採点のための文書力スコア推測
@ 2022年度電子情報通信学会九州支部学生会講演会
中本さや香，嶋田和孝
Thesis (in Japanese)
Mar. 2025
Master's
日本語小論文の汎用自動採点システムの構築および
LLMを用いたフィードバック生成
九州工業大学大学院 (Graduated School, Kyushu Institute of Technology
中本さや香
Mar. 2022
Bachelor's
機械学習に基づく日本語小論文の文書力および論理性の自動採点
九州工業大学 (Kyushu Institute of Technology)
中本さや香
Experiences
Jul. 2023 - Sep. 2024
Part-time
株式会社 COMPASS
AI Engineering / LLM Applications at R&D team.
COMPASS Inc. is one of the keenest companies in EdTech in Japan.
I experienced employing the LLM (Large Language Models) and machine learning to analyse students' ability to enhance their study experiences. I also developed internal tools for educational materials teams to improve their working environment.
See blogs we have published:
「LLMを活用して問題間の類似度を推定した話」link
「実践プロンプトエンジニアリング -データに基づく改善サイクルの回し方-」link
Apr. 2018 - Dec. 2018
Gap Student
(Teaching Assistant)
Radford College
Design and Technology
Radford College is a sister school of the NIT, Kure College, and is located in Canberra, Australia.
I worked there as a teaching assistant in Design & Technology department. Helping students with their programming was a great experience for me.
Also, I did homestays during my stay in Australia.
Jan. 2019 - Feb. 2019
Gap Student
(Internship)
The University of Canberra
Industrial Design / Information Technology
I stayed in a laboratory of industrial design and learned 3D modeling using Creo.
I designed a raspberry pi case for the work of students in the School of Information Technology.
Education History
Apr. 2015 - Mar. 2021
Associate Student (KOSEN)
The National Institute of Technology, Kure College
Electrical Engineering and Information Science
I studied electrical circuits, communication engineering, algorithms, and programming for 5 years.
As my thesis, I developed a system that can transform normal Japanese into easy Japanese for foreigners.
I belonged to the international communication club and was a leader in my 3rd year. In the club, we hosted many events with international students.
Apr. 2021 - Mar. 2023
Bachelor Student
Kyushu Institute of Technology
Undergraduate School of Computer Science
Department of The Artificial Intelligence
After 5 years at the NIT, Kure College, I transferred to Kyushu Institute of Technology.
I studied IT and AI there and got interested in Natural Language Processing.
My graduate thesis was about automated essay scoring using SVR / BERT. I got an award for my presentation.
I belonged to the Japanese tea ceremony club and the international club.
Apr. 2023 - Mar. 2025
Master Student
Kyushu Institute of Technology
Graduated School of Computer Science
Department of The Artificial Intelligence
I focused on exploring LLMs for not only Automated Essay Scoring but also Automated Feedback Generation in the master's degree.