Linguistic Regularities in Pedagogical Feedback and Their Relationship to Error Diagnosis
Determine whether linguistic regularities observed in large language model–generated text appear in pedagogical feedback and characterize how these regularities align with a tutor’s ability to identify and correct student errors.
References
Consequently, it remains unknown whether similar linguistic regularities appear in pedagogical feedback or how such regularities might align with a tutor’s ability to identify and correct student errors.
— Large Language Models Approach Expert Pedagogical Quality in Math Tutoring but Differ in Instructional and Linguistic Profiles
(2512.20780 - Abdulsalam et al., 23 Dec 2025) in Section 2, Related Work