We conducted a systematic literature review on automated grading and feedback tools for
programming education. We analysed 121 research papers from 2017 to 2021 inclusive and …

As computing becomes a mainstream discipline embedded in the school curriculum and
acts as an enabler for an increasing range of academic disciplines in higher education, the …

Formative feedback, aimed at hel** students to improve their work, is an important factor
in learning. Many tools that offer programming exercises provide automated feedback on …

Providing feedback on programming assignments is a tedious task for the instructor, and
even impossible in large Massive Open Online Courses with thousands of students …

Recent studies have integrated large language models (LLMs) into diverse educational
contexts, including providing adaptive programming hints, a type of feedback focuses on …

Automated tutoring systems offer the flexibility and scalability necessary to facilitate the
provision of high-quality and universally accessible programming education. To realise the …

Autograding systems are being increasingly deployed to meet the challenges of teaching
programming at scale. Studies show that formative feedback can greatly help novices learn …

Recent advances in program synthesis offer means to automatically debug student
submissions and generate personalized feedback in massive programming classrooms …

A frequent programming pattern for small tasks, especially expressions, is to repeatedly
evaluate the program on an input as its editing progresses. The Read-Eval-Print Loop …

Live programming is a novel approach for programming practice. Programmers are given
real-time feedback when writing code, traditionally via a graphical user interface. Despite …