Exploring the Potential of Large Language Models to Generate Formative Programming Feedback

31 August 2023

Papers citing "Exploring the Potential of Large Language Models to Generate Formative Programming Feedback"

27 / 27 papers shown

Title
Rubric Is All You Need: Enhancing LLM-based Code Evaluation With Question-Specific Rubrics Aditya Pathak Rachit Gandhi Vaibhav Uttam Devansh Yashwanth Nakka ... Aditya Mittal Aashna Ased Chirag Khatri Jagat Sesh Challa Dhruv Kumar 40 0 0 31 Mar 2025
Assessing Large Language Models for Automated Feedback Generation in Learning Programming Problem Solving Priscylla Silva Evandro Costa LRM 44 0 0 18 Mar 2025
Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools James Prather Juho Leinonen Natalie Kiesler Jamie Gorson Benario Sam Lau ... Brent N. Reeves Jaromír Šavelka David H Smith IV Sven Strickroth Daniel Zingaro 76 5 0 19 Dec 2024
Breaking the Programming Language Barrier: Multilingual Prompting to Empower Non-Native English Learners James Prather B. Reeves Paul Denny Juho Leinonen Stephen MacNeil ... Thezyrie Amarouche Bailey Kimmel Jared Wright Musa Blake Gweneth Barbre 69 2 0 17 Dec 2024
Leveraging Large Language Models to Generate Course-specific Semantically Annotated Learning Objects Dominic Lohr Marc Berges Abhishek Chugh Michael Kohlhase Dennis Müller AI4Ed 96 2 0 05 Dec 2024
Howzat? Appealing to Expert Judgement for Evaluating Human and AI Next-Step Hints for Novice Programmers Neil C. C. Brown Pierre Weill-Tessier Juho Leinonen Paul Denny Michael Kölling 75 0 0 27 Nov 2024
One Step at a Time: Combining LLMs and Static Analysis to Generate Next-Step Hints for Programming Tasks Anastasiia Birillo Elizaveta Artser Anna Potriasaeva Ilya Vlasov Katsiaryna Dzialets Yaroslav Golubev Igor Gerasimov Hieke Keuning T. Bryksin 41 3 0 11 Oct 2024
How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course Andreas Scholl Natalie Kiesler 39 9 0 30 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 26 2 0 05 Jul 2024
Evaluating Contextually Personalized Programming Exercises Created with Generative AI E. Logacheva Arto Hellas James Prather Sami Sarsa Juho Leinonen 29 10 0 11 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
Benchmarking Educational Program Repair Charles Koutcheme Nicola Dainese Sami Sarsa Juho Leinonen Arto Hellas Paul Denny AI4Ed 37 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 39 22 0 08 May 2024
Leveraging Lecture Content for Improved Feedback: Explorations with GPT-4 and Retrieval Augmented Generation Sven Jacobs Steffen Jaschke 37 3 0 05 May 2024
Evaluating the Application of Large Language Models to Generate Feedback in Programming Education Sven Jacobs Steffen Jaschke 49 10 0 13 Mar 2024
Feedback-Generation for Programming Exercises With GPT-4 Imen Azaiz Natalie Kiesler Sven Strickroth 32 20 0 07 Mar 2024
Knowledge of Pretrained Language Models on Surface Information of Tokens Tatsuya Hiraoka Naoaki Okazaki 29 1 0 15 Feb 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
QACP: An Annotated Question Answering Dataset for Assisting Chinese Python Programming Learners Rui Xiao Lu Han Xiaoying Zhou Jiong Wang Na Zong Pengyu Zhang AI4Ed 32 1 0 30 Jan 2024
CodeTailor: LLM-Powered Personalized Parsons Puzzles for Engaging Support While Learning Programming Xinying Hou Zihan Wu Xu Wang B. Ericson 7 15 0 22 Jan 2024
Interactions with Prompt Problems: A New Way to Teach Programming with Large Language Models James Prather Paul Denny Juho Leinonen IV DavidH.Smith Brent N. Reeves Stephen MacNeil Brett A. Becker Andrew Luxton-Reilly Thezyrie Amarouche Bailey Kimmel AI4Ed 23 5 0 19 Jan 2024
Next-Step Hint Generation for Introductory Programming Using Large Language Models Lianne Roest H. Keuning J. Jeuring LRM 25 28 0 03 Dec 2023
AI-enhanced Auto-correction of Programming Exercises: How Effective is GPT-3.5? Imen Azaiz Oliver Deckarm Sven Strickroth 40 18 0 24 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
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 36 193 0 01 Oct 2023
Large Language Models in Introductory Programming Education: ChatGPT's Performance and Implications for Assessments Natalie Kiesler D. Schiffner ELM 26 22 0 15 Aug 2023
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models Sami Sarsa Paul Denny Arto Hellas Juho Leinonen ELM 94 342 0 03 Jun 2022