Using Large Language Models to Automatically Identify Programming Concepts in Code Snippets

Author:

Tran Andrew1ORCID,Li Linxuan2ORCID,Rama Egi1ORCID,Angelikas Kenneth1ORCID,Macneil Stephen3ORCID

Affiliation:

1. Temple University, USA

2. Conestoga High School, USA

3. Temple University, United States of America

Publisher

ACM

Reference10 articles.

1. Brett A. Becker Paul Denny James Finnie-Ansley Andrew Luxton-Reilly James Prather and Eddie Antonio Santos. 2022. Programming Is Hard – Or at Least It Used to Be: Educational Opportunities And Challenges of AI Code Generation. Brett A. Becker Paul Denny James Finnie-Ansley Andrew Luxton-Reilly James Prather and Eddie Antonio Santos. 2022. Programming Is Hard – Or at Least It Used to Be: Educational Opportunities And Challenges of AI Code Generation.

2. Heryan Ardhi Kusuma and Sigit Apriyanto . 2018. Strategy on Developing English Learning Material for Specific Purposes. IJECA (International Journal of Education and Curriculum Application) ( 2018 ). Heryan Ardhi Kusuma and Sigit Apriyanto. 2018. Strategy on Developing English Learning Material for Specific Purposes. IJECA (International Journal of Education and Curriculum Application) (2018).

3. Juho Leinonen , Paul Denny , Stephen MacNeil , Sami Sarsa , Seth Bernstein , Joanne Kim , Andrew Tran , and Arto Hellas . 2023. Comparing Code Explanations Created by Students and Large Language Models. arXiv preprint arXiv:2304.03938 ( 2023 ). Juho Leinonen, Paul Denny, Stephen MacNeil, Sami Sarsa, Seth Bernstein, Joanne Kim, Andrew Tran, and Arto Hellas. 2023. Comparing Code Explanations Created by Students and Large Language Models. arXiv preprint arXiv:2304.03938 (2023).

4. Using Large Language Models to Enhance Programming Error Messages

5. Metacognition and Self-Regulation in Programming Education: Theories and Exemplars of Use

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