Distilling Black-Box Machine Learning into a Small, Self-Explaining Language Model for Learning Analytics

Chenguang Pan, Airui Meng, Youmi Suk

Learning analytics increasingly relies on flexible machine learning (ML), but the model opacity and the burden of deployment prevent these tools from reaching educational practice.…