2024
The Promises and Pitfalls of Using Language Models to Measure Instruction Quality in Education
NAACL 2024long
Assessing instruction quality is a fundamental component of any improvement efforts in the education system. However, traditional manual assessments are expensive, subjective, and heavily dependent on observers’ expertise and idiosyncratic factors, preventing teachers from getting timely and frequen…