Repairing Bugs in Python Assignments Using Large Language Models

29 September 2022

Papers citing "Repairing Bugs in Python Assignments Using Large Language Models"

26 / 26 papers shown

Title
PRIMG : Efficient LLM-driven Test Generation Using Mutant Prioritization Mohamed Salah Bouafif Mohammad Hamdaqa Edward Zulkoski 24 0 0 08 May 2025
How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course Andreas Scholl Natalie Kiesler 37 9 0 30 Jul 2024
Analyzing Chat Protocols of Novice Programmers Solving Introductory Programming Tasks with ChatGPT Andreas Scholl D. Schiffner Natalie Kiesler 32 9 0 29 May 2024
Chain of Targeted Verification Questions to Improve the Reliability of Code Generated by LLMs Sylvain Kouemo Ngassom Arghavan Moradi Dakhel Florian Tambon Foutse Khomh 32 2 0 22 May 2024
A review on the use of large language models as virtual tutors Silvia García-Méndez Francisco de Arriba-Pérez Maria del Carmen Lopez-Perez LLMAG 3DV AI4Ed VLM KELM 32 16 0 20 May 2024
Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities Hao Zhou Chengming Hu Ye Yuan Yufei Cui Yili Jin ... Di Wu Xue Liu Charlie Zhang Xianbin Wang Jiangchuan Liu 35 57 0 17 May 2024
Performance-Aligned LLMs for Generating Fast Code Daniel Nichols Pranav Polasam Harshitha Menon Aniruddha Marathe T. Gamblin A. Bhatele 27 8 0 29 Apr 2024
Peer-aided Repairer: Empowering Large Language Models to Repair Advanced Student Assignments Qianhui Zhao Fang Liu Li Zhang Yang Liu Zhen Yan Zhenghao Chen Yufei Zhou Jing Jiang Ge Li 33 3 0 02 Apr 2024
Large Language Models for Education: A Survey and Outlook Shen Wang Tianlong Xu Hang Li Chaoli Zhang Joleen Liang Jiliang Tang Philip S. Yu Qingsong Wen AI4Ed 33 93 0 26 Mar 2024
Generative AI for Education (GAIED): Advances, Opportunities, and Challenges Paul Denny Sumit Gulwani Neil T. Heffernan Tanja Kaser Steven Moore Anna N. Rafferty Adish Singla 26 16 0 02 Feb 2024
Refactoring Programs Using Large Language Models with Few-Shot Examples Atsushi Shirafuji Yusuke Oda Jun Suzuki Makoto Morishita Yutaka Watanobe 24 33 0 20 Nov 2023
Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming Manh Hung Nguyen Sebastian Tschiatschek Adish Singla AI4Ed 21 7 0 15 Oct 2023
Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation Tung Phung Victor-Alexandru Pădurean Anjali Singh Christopher A. Brooks J. Cambronero Sumit Gulwani Adish Singla Gustavo Soares 20 39 0 05 Oct 2023
Toward Reproducing Network Research Results Using Large Language Models Qiao Xiang Yuling Lin Mingjun Fang Bang Huang Siyong Huang Ridi Wen Franck Le L. Kong Jiwu Shu 27 3 0 09 Sep 2023
Exploring the Potential of Large Language Models to Generate Formative Programming Feedback Natalie Kiesler Dominic Lohr H. Keuning 11 51 0 31 Aug 2023
Code Llama: Open Foundation Models for Code Baptiste Rozière Jonas Gehring Fabian Gloeckle Sten Sootla Itai Gat ... Hugo Touvron Louis Martin Nicolas Usunier Thomas Scialom Gabriel Synnaeve ELM ALM 63 1,892 0 24 Aug 2023
Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments Natalie Kiesler D. Schiffner ELM 20 22 0 15 Aug 2023
OctoPack: Instruction Tuning Code Large Language Models Niklas Muennighoff Qian Liu A. Zebaze Qinkai Zheng Binyuan Hui Terry Yue Zhuo Swayam Singh Xiangru Tang Leandro von Werra Shayne Longpre VLM ALM 65 117 0 14 Aug 2023
Evaluating ChatGPT and GPT-4 for Visual Programming Adish Singla 19 20 0 30 Jul 2023
RLTF: Reinforcement Learning from Unit Test Feedback Jiate Liu Yiqin Zhu Kaiwen Xiao Qiang Fu Xiao Han Wei Yang Deheng Ye OffRL 47 53 0 10 Jul 2023
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors Tung Phung Victor-Alexandru Pădurean J. Cambronero Sumit Gulwani Tobias Kohn R. Majumdar Adish Singla Gustavo Soares ALM ELM 29 74 0 29 Jun 2023
Is ChatGPT the Ultimate Programming Assistant -- How far is it? Haoye Tian Weiqi Lu T. Li Xunzhu Tang S. Cheung Jacques Klein Tegawende F. Bissyande 19 183 0 24 Apr 2023
Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models Tung Phung J. Cambronero Sumit Gulwani Tobias Kohn R. Majumdar Adish Singla Gustavo Soares 28 43 0 24 Jan 2023
Large Language Models Meet NL2Code: A Survey Daoguang Zan B. Chen Fengji Zhang Di Lu Bingchao Wu Bei Guan Yongji Wang Jian-Guang Lou ELM ALM 31 168 0 19 Dec 2022
Is GitHub's Copilot as Bad as Humans at Introducing Vulnerabilities in Code? Owura Asare M. Nagappan Nirmal Asokan 26 104 0 10 Apr 2022
sk_p: a neural program corrector for MOOCs Yewen Pu Karthik Narasimhan Armando Solar-Lezama Regina Barzilay 26 120 0 11 Jul 2016