Large language models (LLMs), such as Codex, hold great promise in enhancing programming education by automatically generating feedback for students. We investigate using LLMs to generate feedback for fixing syntax errors in Python programs, a key scenario in introductory programming. More concretely, given a student's buggy program, our goal is…

Students in introductory programming classes often articulate their questions and information needs incompletely. Consequently, the automatic classification of student questions to provide automated tutorial responses is a challenging problem. This paper analyzes 411 questions from an introductory Java programming course by reducing the natural…

This paper describes the rationale for development of a self-instructional program using the bilingual-dichotic method, which accelerates the learning of foreign words. First, ways of learning vocabulary and the use of bilingual word lists for direct instruction with beginners are noted, and criteria are given for selection of words. Differences…