Marugoto — Plus

Tanaka, Y., & Ellis, R. (2019). Scripted vs. unscripted pair work in JFL classrooms. JALT Journal , 41(2), 147–168.

[Additional references would include: Rasa documentation, Immerse VR efficacy studies, WaniKani retention data, etc.] Sample Marubot dialogue (Unit: “Asking for directions”) Appendix B: VR quest design template for Marugoto Plus Appendix C: Survey instrument and raw data tables Correspondence: [generated academic contact] Conflict of Interest Statement: The author declares no competing interests. Funding: This research received no specific grant from funding agencies. marugoto plus

– 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

Negishi, M. (2015). The JF Standard and its relation to CEFR. Japanese Language Education Methods , 22(1), 12–13. unscripted pair work in JFL classrooms