LLMs reach only 49% F1 (MathDial) and 27% F1 (AlgebraNation) when predicting the next tutor move, while tutor moves help predict dialogue success in AlgebraNation but not consistently on MathDial.
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Exploring LLMs for Predicting Tutor Strategy and Student Outcomes in Dialogues
LLMs reach only 49% F1 (MathDial) and 27% F1 (AlgebraNation) when predicting the next tutor move, while tutor moves help predict dialogue success in AlgebraNation but not consistently on MathDial.