Evaluating the Effectiveness of LLMs in Introductory Computer Science
Education: A Semester-Long Field Study

Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study

20 April 2024

Tingting Rachel Chung

Yifan Sun

Papers citing "Evaluating the Effectiveness of LLMs in Introductory Computer Science Education: A Semester-Long Field Study"

12 / 12 papers shown

Title
Towards responsible AI for education: Hybrid human-AI to confront the Elephant in the room Danial Hooshyar Gustav Šír Yeongwook Yang Eve Kikas Raija Hamalainen T. Karkkainen Dragan Gašević Roger Azevedo 29 0 0 22 Apr 2025
Arti-"fickle" Intelligence: Using LLMs as a Tool for Inference in the Political and Social Sciences Lisa P. Argyle Ethan C. Busby Joshua R Gubler Bryce Hepner Alex Lyman David Wingate LLMAG 46 0 0 04 Apr 2025
From Idea to Implementation: Evaluating the Influence of Large Language Models in Software Development -- An Opinion Paper Sargam Yadav Asifa Mehmood Qureshi Abhishek Kaushik Shubham Sharma Roisin Loughran ... . Nikhil Singh Padraic O'Hara Pranay Jaiswal Roshan Chandru David Lillis 56 1 0 10 Mar 2025
The Lazy Student's Dream: ChatGPT Passing an Engineering Course on Its Own Gokul Puthumanaillam Melkior Ornik 34 0 0 23 Feb 2025
GLAT: The Generative AI Literacy Assessment Test Yueqiao Jin Roberto Martínez-Maldonado D. Gašević Lixiang Yan 52 3 0 01 Nov 2024
Large Language Models in Computer Science Education: A Systematic Literature Review Nishat Raihan Mohammed Latif Siddiq Joanna C. S. Santos Marcos Zampieri ELM AI4CE 19 7 0 21 Oct 2024
Utilizing ChatGPT in a Data Structures and Algorithms Course: A Teaching Assistant's Perspective Pooriya Jamie Reyhaneh Hajihashemi Sharareh Alipour 35 0 0 11 Oct 2024
Faculty Perspectives on the Potential of RAG in Computer Science Higher Education S. Dakshit 21 7 0 28 Jul 2024
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging Priyanka Kargupta Ishika Agarwal Dilek Z. Hakkani-Tür Jiawei Han LLMAG LRM 22 4 0 17 Jun 2024
"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education Kyrie Zhixuan Zhou Zachary Kilhoffer M. Sanfilippo Ted Underwood Ece Gumusel Mengyi Wei Abhinav Choudhry Jinjun Xiong 34 11 0 23 Jan 2024
Large Language Models (GPT) Struggle to Answer Multiple-Choice Questions about Code Jaromír Šavelka Arav Agarwal Chris Bogart M. Sakr ELM 58 50 0 09 Mar 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