Generating High-Precision Feedback for Programming Syntax Errors Using Large Language Models

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 concretel...

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Veröffentlicht in:	International Educational Data Mining Society 2023
Hauptverfasser:	Phung, Tung, Cambronero, José, Gulwani, Sumit, Kohn, Tobias, Majumdarm, Rupak, Singla, Adish, Soares, Gustavo
Format:	Report
Sprache:	eng
Schlagworte:	Computational Linguistics Computer Science Education Computer Software Error Correction Feedback (Response) Intelligent Tutoring Systems Introductory Courses Natural Language Processing Programming Programming Languages Quality Control Teaching Methods Tutors Validity
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