TACT: Taxonomy-Aligned Post-Training for Pedagogically Adaptive English Tutoring.

arXiv:2608.03952v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly used to provide conversational practice for English-as-a-second-language (ESL) learners. Effective ESL tutoring, however, requires more than fluent response gener