Structured Prompting and Automated Evaluation in Fixed Synthetic Japanese-Language Counseling Dialogues

Keita Kiuchi, Yoshikazu Fujimoto, Hideyuki Goto +5

Large language models (LLMs) may support counseling training, yet evidence from Japanese-language interactions and automated quality ratings remains limited. We examined 18 fixed J…