Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4
Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation

Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation

5 October 2023

Victor-Alexandru Pădurean

Christopher A. Brooks

Papers citing "Automating Human Tutor-Style Programming Feedback: Leveraging GPT-4 Tutor Model for Hint Generation and GPT-3.5 Student Model for Hint Validation"

9 / 9 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 29 0 0 07 May 2025
Learning Code-Edit Embedding to Model Student Debugging Behavior Hasnain Heickal Andrew Lan 56 0 0 26 Feb 2025
Benchmarking Generative Models on Computational Thinking Tests in Elementary Visual Programming Victor-Alexandru Pădurean Adish Singla ELM 54 3 0 14 Jun 2024
Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation Nachiket Kotalwar Alkis Gotovos Adish Singla ALM 59 4 0 07 Jun 2024
Towards Generalizable Agents in Text-Based Educational Environments: A Study of Integrating RL with LLMs Bahar Radmehr Adish Singla Tanja Kaser LLMAG AI4CE 38 6 0 29 Apr 2024
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
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 298 3,007 0 22 Mar 2023
Automatic Generation of Programming Exercises and Code Explanations using Large Language Models Sami Sarsa Paul Denny Arto Hellas Juho Leinonen ELM 99 342 0 03 Jun 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 367 8,495 0 28 Jan 2022