A two-stage SFT plus DPO pipeline on synthetic pedagogical data improves factual accuracy and tutoring quality in LLM math tutors over base and prior models.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Towards Pedagogically Aligned LLM Tutors for Math Mistake Remediation
A two-stage SFT plus DPO pipeline on synthetic pedagogical data improves factual accuracy and tutoring quality in LLM math tutors over base and prior models.