With the aim to provide teachers with more specific, frequent, and actionable feedback about their teaching, we explore how Large Language Models (LLMs) can be used to estimate "Instructional Support" domain scores of the CLassroom Assessment Scoring System (CLASS), a widely used observation protocol. We design a machine learning…

At the preschool level in Malaysia, all preschools, including those from public and private sectors are required to follow the guidelines stated in the National Preschool Standard-based Curriculum (NPSC) issued by the Ministry of Education (MOE) in 2017. However, the NPSC is very general and schools are not provided with any further guidance on…

The last decade has produced an explosion in neuroscience research examining young children's early processing of language that has implications for education. Noninvasive, safe functional brain measurements have now been proven feasible for use with children starting at birth. In the arena of language, the neural signatures of learning can be…

After 18 months of research and many practice sessions, Sponge opened in the fall of 2005. This year, Sponge will provide language classes for over 350 children from newborn to seven years in the Seattle area. This language program offers Spanish, Mandarin, French and Japanese--all taught by native speakers. While the staff sets out to create a…