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

24 January 2023

Papers citing "Generating High-Precision Feedback for Programming Syntax Errors using Large Language Models"

30 / 30 papers shown

Title
The Promise and Limits of LLMs in Constructing Proofs and Hints for Logic Problems in Intelligent Tutoring Systems Sutapa Dey Tithi Arun Kumar Ramesh Clara DiMarco Xiaoyi Tian Nazia Alam Kimia Fazeli Tiffany Barnes LRM 22 0 0 07 May 2025
Synthesizing High-Quality Programming Tasks with LLM-based Expert and Student Agents Manh Hung Nguyen Victor-Alexandru Pădurean Alkis Gotovos Sebastian Tschiatschek Adish Singla 24 0 0 10 Apr 2025
MedSimAI: Simulation and Formative Feedback Generation to Enhance Deliberate Practice in Medical Education Yann Hicke Jadon Geathers Niroop Rajashekar Colleen E Chan Anyanate Gwendolyne Jack Justin Sewell Mackenzi Preston Susannah Cornes Dennis L. Shung Rene F. Kizilcec 39 0 0 01 Mar 2025
SteLLA: A Structured Grading System Using LLMs with RAG Hefei Qiu Brian White Ashley Ding Reinaldo Costa Ali Hachem Wei Ding Ping Chen AI4Ed 56 0 0 17 Jan 2025
How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course Andreas Scholl Natalie Kiesler 29 9 0 30 Jul 2024
TAMIGO: Empowering Teaching Assistants using LLM-assisted viva and code assessment in an Advanced Computing Class Anishka Iiitd Diksha Sethi Nipun Gupta Shikhar Sharma Srishti Jain Ujjwal Singhal Dhruv Kumar 28 2 0 23 Jul 2024
Evaluating Language Models for Generating and Judging Programming Feedback Charles Koutcheme Nicola Dainese Arto Hellas Sami Sarsa Juho Leinonen Syed Ashraf Paul Denny ELM 21 2 0 05 Jul 2024
Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment Chao Wen Jacqueline Staub Adish Singla ELM 37 3 0 17 Jun 2024
Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation Nachiket Kotalwar Alkis Gotovos Adish Singla ALM 57 4 0 07 Jun 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
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 27 16 0 20 May 2024
Benchmarking Educational Program Repair Charles Koutcheme Nicola Dainese Sami Sarsa Juho Leinonen Arto Hellas Paul Denny AI4Ed 29 5 0 08 May 2024
Open Source Language Models Can Provide Feedback: Evaluating LLMs' Ability to Help Students Using GPT-4-As-A-Judge Charles Koutcheme Nicola Dainese Sami Sarsa Arto Hellas Juho Leinonen Paul Denny ELM ALM 34 22 0 08 May 2024
Enhancing LLM-Based Feedback: Insights from Intelligent Tutoring Systems and the Learning Sciences John Stamper Ruiwei Xiao Xinynig Hou AI4Ed 23 30 0 07 May 2024
Generating Feedback-Ladders for Logical Errors in Programming using Large Language Models Hasnain Heickal Andrew Lan LRM 19 2 0 01 May 2024
Enhancing Programming Education with ChatGPT: A Case Study on Student Perceptions and Interactions in a Python Course Boxaun Ma Li Chen Shin’ichi Konomi 18 7 0 20 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 13 16 0 02 Feb 2024
Can It Edit? Evaluating the Ability of Large Language Models to Follow Code Editing Instructions Federico Cassano Luisa Li Akul Sethi Noah Shinn Abby Brennan-Jones ... Edward Berman George Chakhnashvili Anton Lozhkov C. Anderson Arjun Guha ELM KELM 40 20 0 11 Dec 2023
AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5? Imen Azaiz Oliver Deckarm Sven Strickroth 29 18 0 24 Oct 2023
Large Language Models for In-Context Student Modeling: Synthesizing Student's Behavior in Visual Programming Manh Hung Nguyen Sebastian Tschiatschek Adish Singla AI4Ed 16 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 15 39 0 05 Oct 2023
The Robots are Here: Navigating the Generative AI Revolution in Computing Education James Prather Paul Denny Juho Leinonen Brett A. Becker Ibrahim Albluwi ... Stephen MacNeil Andrew Petersen Raymond Pettit Brent N. Reeves Jaromír Šavelka 28 191 0 01 Oct 2023
Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs Federico Cassano John Gouwar Francesca Lucchetti Claire Schlesinger Anders Freeman Carolyn Jane Anderson Molly Q. Feldman Michael Greenberg Abhinav Jangda Arjun Guha 18 30 0 19 Aug 2023
Evaluating ChatGPT and GPT-4 for Visual Programming Adish Singla 19 20 0 30 Jul 2023
Harnessing LLMs in Curricular Design: Using GPT-4 to Support Authoring of Learning Objectives Pragnya Sridhar Aidan Doyle Arav Agarwal Chris Bogart Jaromír Šavelka M. Sakr 34 41 0 30 Jun 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 24 74 0 29 Jun 2023
Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey Chen Ling Xujiang Zhao Jiaying Lu Chengyuan Deng Can Zheng ... Chris White Quanquan Gu Jian Pei Carl Yang Liang Zhao ALM 21 126 0 30 May 2023
Neural Task Synthesis for Visual Programming Victor-Alexandru Pădurean Georgios Tzannetos Adish Singla 14 17 0 26 May 2023
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models Sami Sarsa Paul Denny Arto Hellas Juho Leinonen ELM 89 341 0 03 Jun 2022
The AI Teacher Test: Measuring the Pedagogical Ability of Blender and GPT-3 in Educational Dialogues Anaïs Tack Chris Piech ELM 24 90 0 16 May 2022