Automated Classroom Discourse Analysis Using Large Language Models and Bag-of-Words to Provide Actionable Feedback on Instructional Support

Large language models and bag-of-words approaches can be used to automatically analyze classroom discourse and provide teachers with specific, actionable feedback on the quality of their instructional support.