– A fine-tuned LLM that uses Marugoto’s vocabulary and grammar per unit, prompts open-ended replies, and provides pronunciation feedback via automatic speech recognition (ASR).
Tanaka, Y., & Ellis, R. (2019). Scripted vs. unscripted pair work in JFL classrooms. JALT Journal , 41(2), 147–168. marugoto plus
Negishi, M. (2015). The JF Standard and its relation to CEFR. Japanese Language Education Methods , 22(1), 12–13. – A fine-tuned LLM that uses Marugoto’s vocabulary