main.bib

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@inproceedings{aggarwal:2022:UnisonLiveAutomated,
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}

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@inproceedings{alomar:2024:AutomatingSourceCode,
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}

@misc{amatriain:2024:PromptDesignEngineering,
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  year = {2024},
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}

@misc{azaiz:2024:FeedbackGenerationProgrammingExercises,
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  year = {2024},
  month = mar,
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  langid = {english}
}

@inproceedings{balse:2023:InvestigatingPotentialGPT3,
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  year = {2023},
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  series = {{{ITiCSE}} 2023},
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  publisher = {Association for Computing Machinery},
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}

@article{barke:2023:GroundedCopilotHow,
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  year = {2023},
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}

@inproceedings{becker:2023:ProgrammingHardLeast,
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  shorttitle = {Programming {{Is Hard}} - {{Or}} at {{Least It Used}} to {{Be}}},
  booktitle = {Proceedings of the 54th {{ACM Technical Symposium}} on {{Computer Science Education V}}. 1},
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  year = {2023},
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}

@inproceedings{birillo:2022:HyperstyleToolAssessing,
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  booktitle = {Proceedings of the 53rd {{ACM Technical Symposium}} on {{Computer Science Education}} - {{Volume}} 1},
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  year = {2022},
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}

@article{bucinca:2021:TrustThinkCognitive,
  title = {To {{Trust}} or to {{Think}}: {{Cognitive Forcing Functions Can Reduce Overreliance}} on {{AI}} in {{AI-assisted Decision-making}}},
  shorttitle = {To {{Trust}} or to {{Think}}},
  author = {Bu{\c c}inca, Zana and Malaya, Maja Barbara and Gajos, Krzysztof Z.},
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}

@inproceedings{charitsis:2022:UsingNLPQuantify,
  title = {Using {{NLP}} to {{Quantify Program Decomposition}} in {{CS1}}},
  booktitle = {Proceedings of the {{Ninth ACM Conference}} on {{Learning}} @ {{Scale}}},
  author = {Charitsis, Charis and Piech, Chris and Mitchell, John C.},
  year = {2022},
  month = jun,
  series = {L@{{S}} '22},
  pages = {113--120},
  publisher = {Association for Computing Machinery},
  isbn = {978-1-4503-9158-0}
}

@inproceedings{chen:2024:EnhancingAutomatedFeedbacka,
  title = {Enhancing {{Automated Feedback}} in {{On-Going Assignments}}},
  booktitle = {Proceedings of the 55th {{ACM Technical Symposium}} on {{Computer Science Education V}}. 2},
  author = {Chen, Huanyi and Ward, Paul A.S.},
  year = {2024},
  month = mar,
  series = {{{SIGCSE}} 2024},
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  publisher = {Association for Computing Machinery},
  isbn = {9798400704246}
}

@article{dawson:2019:WhatMakesEffective,
  title = {What Makes for Effective Feedback: Staff and Student Perspectives},
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  author = {Dawson, Phillip and Henderson, Michael and Mahoney, Paige and Phillips, Michael and Ryan, Tracii and Boud, David and Molloy, Elizabeth},
  year = {2019},
  month = jan,
  journal = {Assessment \& Evaluation in Higher Education},
  volume = {44},
  number = {1},
  pages = {25--36},
  publisher = {Routledge},
  issn = {0260-2938}
}

@article{dawson:2019:WhatMakesEffectivea,
  title = {What Makes for Effective Feedback: Staff and Student Perspectives},
  shorttitle = {What Makes for Effective Feedback},
  author = {Dawson, Phillip and Henderson, Michael and Mahoney, Paige and Phillips, Michael and Ryan, Tracii and Boud, David and Molloy, Elizabeth},
  year = {2019},
  month = jan,
  journal = {Assessment \& Evaluation in Higher Education},
  volume = {44},
  number = {1},
  pages = {25--36},
  publisher = {Routledge},
  issn = {0260-2938}
}

@article{deeva:2021:ReviewAutomatedFeedback,
  title = {A Review of Automated Feedback Systems for Learners: {{Classification}} Framework, Challenges and Opportunities},
  shorttitle = {A Review of Automated Feedback Systems for Learners},
  author = {Deeva, Galina and Bogdanova, Daria and Serral, Estefan{\'i}a and Snoeck, Monique and De Weerdt, Jochen},
  year = {2021},
  month = mar,
  journal = {Computers \& Education},
  volume = {162},
  pages = {104094},
  issn = {0360-1315}
}

@inproceedings{demszky:2023:MPoweringTeachersNatural,
  title = {M-{{Powering Teachers}}: {{Natural Language Processing Powered Feedback Improves}} 1:1 {{Instruction}} and {{Student Outcomes}}},
  shorttitle = {M-{{Powering Teachers}}},
  booktitle = {Proceedings of the {{Tenth ACM Conference}} on {{Learning}} @ {{Scale}}},
  author = {Demszky, Dorottya and Liu, Jing},
  year = {2023},
  month = jul,
  series = {L@{{S}} '23},
  pages = {59--69},
  publisher = {Association for Computing Machinery},
  isbn = {9798400700255}
}

@inproceedings{deriba:2024:EnhancingComputerProgramming,
  title = {Enhancing {{Computer Programming Education}} Using {{ChatGPT- A Mini Review}}},
  booktitle = {Proceedings of the 23rd {{Koli Calling International Conference}} on {{Computing Education Research}}},
  author = {Deriba, Fitsum Gizachew and Sanusi, Ismaila Temitayo and Sunday, Amos Oyelere},
  year = {2024},
  month = feb,
  series = {Koli {{Calling}} '23},
  pages = {1--2},
  publisher = {Association for Computing Machinery},
  isbn = {9798400716539}
}

@inproceedings{elhayany:2023:AutomatedCodeAssessment,
  title = {Towards {{Automated Code Assessment}} with {{OpenJupyter}} in {{MOOCs}}},
  booktitle = {Proceedings of the {{Tenth ACM Conference}} on {{Learning}} @ {{Scale}}},
  author = {Elhayany, Mohamed and Meinel, Christoph},
  year = {2023},
  month = jul,
  series = {L@{{S}} '23},
  pages = {321--325},
  publisher = {Association for Computing Machinery},
  isbn = {9798400700255}
}

@misc{gao:2024:RetrievalAugmentedGenerationLarge,
  title = {Retrieval-{{Augmented Generation}} for {{Large Language Models}}: {{A Survey}}},
  shorttitle = {Retrieval-{{Augmented Generation}} for {{Large Language Models}}},
  author = {Gao, Yunfan and Xiong, Yun and Gao, Xinyu and Jia, Kangxiang and Pan, Jinliu and Bi, Yuxi and Dai, Yi and Sun, Jiawei and Wang, Meng and Wang, Haofen},
  year = {2024},
  month = mar,
  number = {arXiv:2312.10997},
  eprint = {2312.10997},
  primaryclass = {cs},
  publisher = {arXiv},
  archiveprefix = {arXiv}
}

@article{hahn:2021:SystematicReviewEffects,
  title = {A {{Systematic Review}} of the {{Effects}} of {{Automatic Scoring}} and {{Automatic Feedback}} in {{Educational Settings}}},
  author = {Hahn, Marcelo Guerra and Navarro, Silvia Margarita Baldiris and De La Fuente Valentin, Luis and Burgos, Daniel},
  year = {2021},
  journal = {IEEE Access},
  volume = {9},
  pages = {108190--108198},
  issn = {2169-3536},
  langid = {english}
}

@inproceedings{hellas:2023:ExploringResponsesLargea,
  title = {Exploring the {{Responses}} of {{Large Language Models}} to {{Beginner Programmers}}' {{Help Requests}}},
  booktitle = {Proceedings of the 2023 {{ACM Conference}} on {{International Computing Education Research}} - {{Volume}} 1},
  author = {Hellas, Arto and Leinonen, Juho and Sarsa, Sami and Koutcheme, Charles and Kujanp{\"a}{\"a}, Lilja and Sorva, Juha},
  year = {2023},
  month = sep,
  series = {{{ICER}} '23},
  volume = {1},
  pages = {93--105},
  publisher = {Association for Computing Machinery},
  isbn = {978-1-4503-9976-0}
}

@article{henderson:2019:ChallengesFeedbackHigher,
  title = {The Challenges of Feedback in Higher Education},
  author = {Henderson, Michael and Ryan, Tracii and Phillips, Michael},
  year = {2019},
  month = nov,
  journal = {Assessment \& Evaluation in Higher Education},
  volume = {44},
  number = {8},
  pages = {1237--1252},
  publisher = {Routledge},
  issn = {0260-2938}
}

@article{higgins:2002:ConscientiousConsumerReconsidering,
  title = {The {{Conscientious Consumer}}: {{Reconsidering}} the Role of Assessment Feedback in Student Learning},
  shorttitle = {The {{Conscientious Consumer}}},
  author = {Higgins, Richard and Hartley, Peter and Skelton, Alan},
  year = {2002},
  month = feb,
  journal = {Studies in Higher Education},
  volume = {27},
  number = {1},
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  publisher = {Routledge},
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}

@misc{huang:2023:SurveyHallucinationLargea,
  title = {A {{Survey}} on {{Hallucination}} in {{Large Language Models}}: {{Principles}}, {{Taxonomy}}, {{Challenges}}, and {{Open Questions}}},
  shorttitle = {A {{Survey}} on {{Hallucination}} in {{Large Language Models}}},
  author = {Huang, Lei and Yu, Weijiang and Ma, Weitao and Zhong, Weihong and Feng, Zhangyin and Wang, Haotian and Chen, Qianglong and Peng, Weihua and Feng, Xiaocheng and Qin, Bing and Liu, Ting},
  year = {2023},
  month = nov,
  number = {arXiv:2311.05232},
  eprint = {2311.05232},
  primaryclass = {cs},
  publisher = {arXiv},
  archiveprefix = {arXiv}
}

@misc{huang:2023:SurveyHallucinationLargeb,
  title = {A {{Survey}} on {{Hallucination}} in {{Large Language Models}}: {{Principles}}, {{Taxonomy}}, {{Challenges}}, and {{Open Questions}}},
  shorttitle = {A {{Survey}} on {{Hallucination}} in {{Large Language Models}}},
  author = {Huang, Lei and Yu, Weijiang and Ma, Weitao and Zhong, Weihong and Feng, Zhangyin and Wang, Haotian and Chen, Qianglong and Peng, Weihua and Feng, Xiaocheng and Qin, Bing and Liu, Ting},
  year = {2023},
  month = nov,
  number = {arXiv:2311.05232},
  eprint = {2311.05232},
  primaryclass = {cs},
  publisher = {arXiv},
  archiveprefix = {arXiv}
}

@book{irons:2007:EnhancingLearningFormative,
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}

@inproceedings{jamal:2024:EnhancingFormativeFeedback,
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  booktitle = {Proceedings of the 55th {{ACM Technical Symposium}} on {{Computer Science Education V}}. 2},
  author = {Jamal, Rifa and Renzella, Jake},
  year = {2024},
  month = mar,
  series = {{{SIGCSE}} 2024},
  pages = {1692--1693},
  publisher = {Association for Computing Machinery},
  isbn = {9798400704246}
}

@article{jonsson:2013:FacilitatingProductiveUse,
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  year = {2013},
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  number = {1},
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}

@article{kasneci:2023:ChatGPTGoodOpportunitiesa,
  title = {{{ChatGPT}} for Good? {{On}} Opportunities and Challenges of Large Language Models for Education},
  shorttitle = {{{ChatGPT}} for Good?},
  author = {Kasneci, Enkelejda and Sessler, Kathrin and K{\"u}chemann, Stefan and Bannert, Maria and Dementieva, Daryna and Fischer, Frank and Gasser, Urs and Groh, Georg and G{\"u}nnemann, Stephan and H{\"u}llermeier, Eyke and Krusche, Stephan and Kutyniok, Gitta and Michaeli, Tilman and Nerdel, Claudia and Pfeffer, J{\"u}rgen and Poquet, Oleksandra and Sailer, Michael and Schmidt, Albrecht and Seidel, Tina and Stadler, Matthias and Weller, Jochen and Kuhn, Jochen and Kasneci, Gjergji},
  year = {2023},
  month = apr,
  journal = {Learning and Individual Differences},
  volume = {103},
  pages = {102274},
  issn = {1041-6080}
}

@inproceedings{kazemitabaar:2023:StudyingEffectAIa,
  title = {Studying the Effect of {{AI Code Generators}} on {{Supporting Novice Learners}} in {{Introductory Programming}}},
  booktitle = {Proceedings of the 2023 {{CHI Conference}} on {{Human Factors}} in {{Computing Systems}}},
  author = {Kazemitabaar, Majeed and Chow, Justin and Ma, Carl Ka To and Ericson, Barbara J. and Weintrop, David and Grossman, Tovi},
  year = {2023},
  month = apr,
  series = {{{CHI}} '23},
  pages = {1--23},
  publisher = {Association for Computing Machinery},
  isbn = {978-1-4503-9421-5}
}

@inproceedings{kazemitabaar:2024:HowNovicesUse,
  title = {How {{Novices Use LLM-based Code Generators}} to {{Solve CS1 Coding Tasks}} in a {{Self-Paced Learning Environment}}},
  booktitle = {Proceedings of the 23rd {{Koli Calling International Conference}} on {{Computing Education Research}}},
  author = {Kazemitabaar, Majeed and Hou, Xinying and Henley, Austin and Ericson, Barbara Jane and Weintrop, David and Grossman, Tovi},
  year = {2024},
  month = feb,
  series = {Koli {{Calling}} '23},
  pages = {1--12},
  publisher = {Association for Computing Machinery},
  isbn = {9798400716539}
}

@article{keuning:2018:SystematicLiteratureReview,
  title = {A Systematic Literature Review of Automated Feedback Generation for Programming Exercises},
  author = {Keuning, Hieke and Jeuring, Johan and Heeren, Bastiaan},
  year = {2018},
  month = sep,
  journal = {ACM Transactions on Computing Education},
  volume = {19},
  number = {1},
  publisher = {Association for Computing Machinery},
  articleno = {3},
  issue_date = {March 2019}
}

@inproceedings{kiesler:2023:ExploringPotentialLarge,
  title = {Exploring the {{Potential}} of {{Large Language Models}} to {{Generate Formative Programming Feedback}}},
  booktitle = {2023 {{IEEE Frontiers}} in {{Education Conference}} ({{FIE}})},
  author = {Kiesler, Natalie and Lohr, Dominic and Keuning, Hieke},
  year = {2023},
  month = oct,
  pages = {1--5},
  issn = {2377-634X}
}

@misc{kiesler:2023:LargeLanguageModels,
  title = {Large {{Language Models}} in {{Introductory Programming Education}}: {{ChatGPT}}'s {{Performance}} and {{Implications}} for {{Assessments}}},
  shorttitle = {Large {{Language Models}} in {{Introductory Programming Education}}},
  author = {Kiesler, Natalie and Schiffner, Daniel},
  year = {2023},
  month = aug,
  number = {arXiv:2308.08572},
  eprint = {2308.08572},
  primaryclass = {cs},
  publisher = {arXiv},
  archiveprefix = {arXiv}
}

@article{kirschner:2006:WhyMinimalGuidance,
  title = {Why {{Minimal Guidance During Instruction Does Not Work}}: {{An Analysis}} of the {{Failure}} of {{Constructivist}}, {{Discovery}}, {{Problem-Based}}, {{Experiential}}, and {{Inquiry-Based Teaching}}},
  shorttitle = {Why {{Minimal Guidance During Instruction Does Not Work}}},
  author = {Kirschner, Paul A. and Sweller, John and Clark, Richard E.},
  year = {2006},
  month = jun,
  journal = {Educational Psychologist},
  volume = {41},
  number = {2},
  pages = {75--86},
  publisher = {Routledge},
  issn = {0046-1520}
}

@inproceedings{kok:2023:CombGivingFeedback,
  title = {Comb: {{Giving Feedback}} to {{Short Answer}} at {{Scale}} with {{Human-in-the-Loop Rubric Creation}}},
  shorttitle = {Comb},
  booktitle = {Proceedings of the {{Tenth ACM Conference}} on {{Learning}} @ {{Scale}}},
  author = {Kok, Christopher and Wang, Xu},
  year = {2023},
  month = jul,
  series = {L@{{S}} '23},
  pages = {398--400},
  publisher = {Association for Computing Machinery},
  isbn = {9798400700255}
}

@inproceedings{koutcheme:2022:OpenNaturalLanguage,
  title = {Towards {{Open Natural Language Feedback Generation}} for {{Novice Programmers}} Using {{Large Language Models}}},
  booktitle = {Proceedings of the 22nd {{Koli Calling International Conference}} on {{Computing Education Research}}},
  author = {Koutcheme, Charles},
  year = {2022},
  month = nov,
  series = {Koli {{Calling}} '22},
  pages = {1--2},
  publisher = {Association for Computing Machinery},
  isbn = {978-1-4503-9616-5}
}

@inproceedings{kristiansen:2024:FeedbackStudentProgramming,
  title = {Feedback on {{Student Programming Assignments}}: {{Teaching Assistants}} vs {{Automated Assessment Tool}}},
  shorttitle = {Feedback on {{Student Programming Assignments}}},
  booktitle = {Proceedings of the 23rd {{Koli Calling International Conference}} on {{Computing Education Research}}},
  author = {Kristiansen, Nynne Grauslund and Nicolajsen, Sebastian Mateos and Brabrand, Claus},
  year = {2024},
  month = feb,
  series = {Koli {{Calling}} '23},
  pages = {1--10},
  publisher = {Association for Computing Machinery},
  isbn = {9798400716539}
}

@inproceedings{krusche:2017:InteractiveLearningIncreasing,
  title = {Interactive {{Learning}}: {{Increasing Student Participation}} through {{Shorter Exercise Cycles}}},
  shorttitle = {Interactive {{Learning}}},
  booktitle = {Proceedings of the {{Nineteenth Australasian Computing Education Conference}}},
  author = {Krusche, Stephan and Seitz, Andreas and B{\"o}rstler, J{\"u}rgen and Bruegge, Bernd},
  year = {2017},
  month = jan,
  series = {{{ACE}} '17},
  pages = {17--26},
  publisher = {Association for Computing Machinery},
  isbn = {978-1-4503-4823-2}
}

@inproceedings{krusche:2018:ArTEMiSAutomaticAssessmentf,
  title = {<placeholder due to the anonymized review>},
  booktitle = {},
  author = {Anonymized Author},
  year = {2018},
  pages = {},
  isbn = {}
}

@article{latif:2023:FinetuningChatGPTAutomatic,
  title = {Fine-Tuning {{ChatGPT}} for {{Automatic Scoring}}},
  author = {Latif, Ehsan and Zhai, Xiaoming},
  year = {2023},
  publisher = {[object Object]}
}

@article{lee:2023:ApplyingLargeLanguage,
  title = {Applying {{Large Language Models}} and {{Chain-of-Thought}} for {{Automatic Scoring}}},
  author = {Lee, Gyeong-Geon and Latif, Ehsan and Wu, Xuansheng and Liu, Ninghao and Zhai, Xiaoming},
  year = {2023},
  publisher = {[object Object]}
}

@inproceedings{leinonen:2022:ComparisonImmediateScheduled,
  title = {A {{Comparison}} of {{Immediate}} and {{Scheduled Feedback}} in {{Introductory Programming Projects}}},
  booktitle = {Proceedings of the 53rd {{ACM Technical Symposium}} on {{Computer Science Education}} - {{Volume}} 1},
  author = {Leinonen, Juho and Denny, Paul and Whalley, Jacqueline},
  year = {2022},
  month = feb,
  series = {{{SIGCSE}} 2022},
  volume = {1},
  pages = {885--891},
  publisher = {Association for Computing Machinery},
  isbn = {978-1-4503-9070-5}
}

@inproceedings{leinonen:2023:UsingLargeLanguage,
  title = {Using {{Large Language Models}} to {{Enhance Programming Error Messages}}},
  booktitle = {Proceedings of the 54th {{ACM Technical Symposium}} on {{Computer Science Education V}}. 1},
  author = {Leinonen, Juho and Hellas, Arto and Sarsa, Sami and Reeves, Brent and Denny, Paul and Prather, James and Becker, Brett A.},
  year = {2023},
  month = mar,
  series = {{{SIGCSE}} 2023},
  pages = {563--569},
  publisher = {Association for Computing Machinery},
  isbn = {978-1-4503-9431-4}
}

@inproceedings{liffiton:2024:CodeHelpUsingLarge,
  title = {{{CodeHelp}}: {{Using Large Language Models}} with {{Guardrails}} for {{Scalable Support}} in {{Programming Classes}}},
  shorttitle = {{{CodeHelp}}},
  booktitle = {Proceedings of the 23rd {{Koli Calling International Conference}} on {{Computing Education Research}}},
  author = {Liffiton, Mark and Sheese, Brad E and Savelka, Jaromir and Denny, Paul},
  year = {2024},
  month = feb,
  series = {Koli {{Calling}} '23},
  pages = {1--11},
  publisher = {Association for Computing Machinery},
  isbn = {9798400716539}
}

@misc{liu:2024:JailbreakingChatGPTPrompt,
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  shorttitle = {Jailbreaking {{ChatGPT}} via {{Prompt Engineering}}},
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  year = {2024},
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  primaryclass = {cs},
  publisher = {arXiv},
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}

@inproceedings{liu:2024:TeachingAIGPT,
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  booktitle = {Proceedings of the 55th {{ACM Technical Symposium}} on {{Computer Science Education V}}. 2},
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  publisher = {Association for Computing Machinery},
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  title = {Teaching {{CS50}} with {{AI}}: {{Leveraging Generative Artificial Intelligence}} in {{Computer Science Education}}},
  shorttitle = {Teaching {{CS50}} with {{AI}}},
  booktitle = {Proceedings of the 55th {{ACM Technical Symposium}} on {{Computer Science Education V}}. 1},
  author = {Liu, Rongxin and Zenke, Carter and Liu, Charlie and Holmes, Andrew and Thornton, Patrick and Malan, David J.},
  year = {2024},
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  publisher = {Association for Computing Machinery},
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}

@inproceedings{liu:2024:TraditionalTeachingLargea,
  title = {Beyond {{Traditional Teaching}}: {{Large Language Models}} as {{Simulated Teaching Assistants}} in {{Computer Science}}},
  shorttitle = {Beyond {{Traditional Teaching}}},
  booktitle = {Proceedings of the 55th {{ACM Technical Symposium}} on {{Computer Science Education V}}. 1},
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  publisher = {Association for Computing Machinery},
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}

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  booktitle = {Proceedings of the 23rd {{Koli Calling International Conference}} on {{Computing Education Research}}},
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  booktitle = {Proceedings of the 22nd {{Koli Calling International Conference}} on {{Computing Education Research}}},
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@inproceedings{park:2023:EliRankCodeEditing,
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@inproceedings{roest:2024:NextStepHintGeneration,
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  booktitle = {Proceedings of the 26th {{Australasian Computing Education Conference}}},
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}

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@inproceedings{sondergaard:2004:EffectiveFeedbackSmall,
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@misc{taylor:2023:DccHelpGenerating,
  title = {Dcc --Help: {{Generating Context-Aware Compiler Error Explanations}} with {{Large Language Models}}},
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  year = {2023},
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@inproceedings{vandenaker:2024:DesignPrinciplesGeneratingb,
  title = {Design Principles for Generating and Presenting Automated Formative Feedback on Code Quality Using Software Metrics},
  booktitle = {Proceedings of the 46th {{International Conference}} on {{Software Engineering}}: {{Software Engineering Education}} and {{Training}}},
  author = {{van den Aker}, Eddy and Rahimi, Ebrahim},
  year = {2024},
  month = may,
  series = {{{ICSE-SEET}} '24},
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  publisher = {Association for Computing Machinery},
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@article{wei:2022:ChainofThoughtPromptingElicits,
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@article{wei:2022:EmergentAbilitiesLarge,
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@inproceedings{woodrow:2024:AITeachesArt,
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  year = {2024},
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  series = {{{SIGCSE}} 2024},
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@inproceedings{xue:2024:DoesChatGPTHelpa,
  title = {Does {{ChatGPT}} Help with Introductory {{Programming}}?{{An}} Experiment of Students Using {{ChatGPT}} in {{CS1}}},
  booktitle = {Proceedings of the 46th International Conference on Software Engineering: {{Software}} Engineering Education and Training},
  author = {Xue, Yuankai and Chen, Hanlin and Bai, Gina R. and Tairas, Robert and Huang, Yu},
  year = {2024},
  series = {{{ICSE-SEET}} '24},
  pages = {331--341},
  publisher = {Association for Computing Machinery},
  isbn = {9798400704987}
}

@article{yang:2024:HarnessingPowerLLMs,
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  shorttitle = {Harnessing the {{Power}} of {{LLMs}} in {{Practice}}},
  author = {Yang, Jingfeng and Jin, Hongye and Tang, Ruixiang and Han, Xiaotian and Feng, Qizhang and Jiang, Haoming and Zhong, Shaochen and Yin, Bing and Hu, Xia},
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@inproceedings{yao:2023:ReActSynergizingReasoning,
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  year = {2023}
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@article{zhang:2024:PyDexRepairingBugs,
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  shorttitle = {{{PyDex}}},
  author = {Zhang, Jialu and Cambronero, Jos{\'e} Pablo and Gulwani, Sumit and Le, Vu and Piskac, Ruzica and Soares, Gustavo and Verbruggen, Gust},
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@misc{zhao:2023:SurveyLargeLanguage,
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  author = {Zhao, Wayne Xin and Zhou, Kun and Li, Junyi and Tang, Tianyi and Wang, Xiaolei and Hou, Yupeng and Min, Yingqian and Zhang, Beichen and Zhang, Junjie and Dong, Zican and Du, Yifan and Yang, Chen and Chen, Yushuo and Chen, Zhipeng and Jiang, Jinhao and Ren, Ruiyang and Li, Yifan and Tang, Xinyu and Liu, Zikang and Liu, Peiyu and Nie, Jian-Yun and Wen, Ji-Rong},
  year = {2023},
  month = nov,
  number = {arXiv:2303.18223},
  eprint = {2303.18223},
  primaryclass = {cs},
  publisher = {arXiv},
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}