Developing a Japanese-Localization Code Benchmark for LLMs (APSEC 2025 - Early Research Achievements (ERA))

Who

Haruka Tsuchida, Miyu Sato, Yuha Nishigata, Ito Waka, Kimio Kuramitsu

Track

APSEC 2025 Early Research Achievements (ERA)

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When

Wed 3 Dec 2025 14:30 - 14:45 at (Session C) orchid room - Session 1C: LLM Applications (ERA Track) Chair(s): Xiaoning Du, Shamsul Sahibuddin

Haruka Tsuchida

Japan Women's University

Miyu Sato

Japan Women's University

Yuha Nishigata

Japan Women's University

Ito Waka

Japan Women's University

Japan

Kimio Kuramitsu

Japan Women's University

Japan

Time Zone

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Session Program

Wed 3 Dec
Displayed time zone: Beijing, Chongqing, Hong Kong, Urumqi change

14:00 - 15:30	Session 1C: LLM Applications (ERA Track) Early Research Achievements (ERA) at (Session C) orchid room Chair(s): Xiaoning Du Monash University, Shamsul Sahibuddin Universiti Teknologi Malaysia

14:00 15m Full-paper		An Empirical Analysis of ESLint Information Components and Their Interactions in LLM-based Program Repair Early Research Achievements (ERA) Shinhyuck Kang Sungkyunkwan University, Jinseok Heo Sungkyunkwan University, Eunseok Lee Sungkyunkwan University
14:15 15m Full-paper		Compressing Cell Execution Logs Embedded within Jupyter Notebook Files Early Research Achievements (ERA) Tomoki Nakamaru The University of Tokyo
14:30 15m Full-paper		Developing a Japanese-Localization Code Benchmark for LLMs Early Research Achievements (ERA) Haruka Tsuchida Japan Women's University, Miyu Sato Japan Women's University, Yuha Nishigata Japan Women's University, Ito Waka Japan Women's University, Kimio Kuramitsu Japan Women's University
14:45 15m Full-paper		Enhancing Requirement-to-Code Traceability via Chain-of-Thought Prompting in Large Language Models Early Research Achievements (ERA) wang wenqing , Ye Wang Zhejiang Gongshang University, Liping Zhao , Qiao Huang Zhejiang Gongshang University, Bo Jiang Zhejiang Gongshang University
15:00 15m Full-paper		RAG4Test: Retrieving GUI States for Multilingual Bug Report and Test Case Generation via LLMs Early Research Achievements (ERA) Zhiyao Wang The University of Osaka, Xiujing Guo The University of Osaka, Tatsuhiro Tsuchiya Osaka University
15:15 15m Full-paper		DTM: Deterministic Approaches for Black-box Test Suite Minimization with Tree-based Similarity Early Research Achievements (ERA) Md Siam , Shartaz Sajid Nahid Institute of Information Technology, University of Dhaka, Md Arif Hasan University of Dhaka, Bangladesh, Nurul Ahad Tawhid Institute of Information Technology, University of Dhaka, Kazi Sakib Institute of Information Technology, University of Dhaka