Grading Programming Assignments with an Automated Grading and Feedback Assistant. - Marcus Messer (AIED (2), 2022)

Detecting When a Learner Requires Assistance with Programming and Delivering a Useful Hint. - Marcus Messer (EDM, 2022)

Automated Grading and Feedback of Programming Assignments. - Marcus Messer (ITiCSE (2), 2022)

Machine Learning-Based Automated Grading and Feedback Tools for Programming: A Meta-Analysis. - Marcus Messer; Neil C. C. Brown; Michael Kölling; Miaojing Shi (ITiCSE (1), 2023)

Grading Documentation with Machine Learning. - Marcus Messer; Miaojing Shi; Neil C. C. Brown; Michael Kölling (AIED (1), 2024)

How Consistent Are Humans When Grading Programming Assignments? - Marcus Messer; Neil C. C. Brown; Michael Kölling; Miaojing Shi (CoRR, 2024)

Automated Grading and Feedback Tools for Programming Education: A Systematic Review. - Marcus Messer; Neil C. C. Brown; Michael Kölling; Miaojing Shi (ACM Trans. Comput. Educ., 2024)

Can GPT4 Generate Effective Feedback on Code Readability? - Xiaotian Su; Yajie Song; Marcus Messer; Jaromír Savelka; Maria Cutumisu; April Yi Wang (ITiCSE (2), 2025)

Menagerie: A Dataset of Graded Programming Assignments. - Marcus Messer; Neil C. C. Brown; Michael Kölling; Miaojing Shi (SIGCSE (2), 2025)