2025 IJCNLP IJCNLP 2025

Ehime-U System with Judge and Refinement, Specialized Prompting, and Few-shot for the Patent Claim Translation Task at WAT 2025

Abstract

AbstractThe Ehime University team participated inthe Japanese-to-English Patent Claim Trans-lation Task at WAT 2025. We experimentedwith (i) Judge and Refinement, (ii) SpecializedPrompting, and (iii) Few-Shot approaches, us-ing GPT-5 as the underlying LLM. Evaluationbased on the LLM-as-a-Judge framework con-firmed improvements for (i), while (ii) and (iii)showed no significant effects.

🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio