[HTML][HTML] Does ChatGPT enhance student learning? A systematic review and meta-analysis of experimental studies

R Deng, M Jiang, X Yu, Y Lu, S Liu - Computers & Education, 2024 - Elsevier
Abstract Chat Generative Pre-Trained Transformer (ChatGPT) has generated excitement
and concern in education. While cross-sectional studies have highlighted correlations …

The widening gap: The benefits and harms of generative ai for novice programmers

J Prather, BN Reeves, J Leinonen, S MacNeil… - Proceedings of the …, 2024 - dl.acm.org
Novice programmers often struggle through programming problem solving due to a lack of
metacognitive awareness and strategies. Previous research has shown that novices can …

Beyond the Hype: A Comprehensive Review of Current Trends in Generative AI Research, Teaching Practices, and Tools

J Prather, J Leinonen, N Kiesler… - 2024 Working Group …, 2025 - dl.acm.org
Generative AI (GenAI) is advancing rapidly, and the literature in computing education is
expanding almost as quickly. Initial responses to GenAI tools were mixed between panic …

Risk management strategy for generative AI in computing education: how to handle the strengths, weaknesses, opportunities, and threats?

N Humble - International Journal of Educational Technology in …, 2024 - Springer
The idea of Artificial intelligence (AI) has a long history in both research and fiction and has
been applied in educational settings since the 1970s. However, the topic of AI underwent a …

Large language models in computer science education: A systematic literature review

N Raihan, ML Siddiq, J Santos, M Zampieri - arxiv preprint arxiv …, 2024 - arxiv.org
Large language models (LLMs) are becoming increasingly better at a wide range of Natural
Language Processing tasks (NLP), such as text generation and understanding. Recently …

Student-AI Interaction: A Case Study of CS1 students

M Amoozadeh, D Nam, D Prol, A Alfageeh… - Proceedings of the 24th …, 2024 - dl.acm.org
Generative artificial intelligence tools (Generative AI), such as ChatGPT, allow users to
interact with them in intuitive ways (eg, conversational) and receive (mostly) good-quality …

Integrating Natural Language Prompting Tasks in Introductory Programming Courses

C Kerslake, P Denny, DH Smith IV, J Prather… - Proceedings of the …, 2024 - dl.acm.org
Introductory programming courses often emphasize mastering syntax and basic constructs
before progressing to more complex and interesting programs. This bottom-up approach can …

Transforming Education with Generative AI (GAI): Key Insights and Future Prospects

Q Lang, M Wang, M Yin, S Liang… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Generative artificial intelligence (GAI) has demonstrated remarkable potential in both
educational practice and research, particularly in areas such as personalized learning …

HintEval: A Comprehensive Framework for Hint Generation and Evaluation for Questions

J Mozafari, B Piryani, A Abdallah, A Jatowt - arxiv preprint arxiv …, 2025 - arxiv.org
Large Language Models (LLMs) are transforming how people find information, and many
users turn nowadays to chatbots to obtain answers to their questions. Despite the instant …

Using Large Language Models in Automatic Hint Ranking and Generation Tasks

J Mozafari, F Gerhold, A Jatowt - arxiv preprint arxiv:2412.01626, 2024 - arxiv.org
The use of Large Language Models (LLMs) has increased significantly recently, with
individuals frequently interacting with chatbots to receive answers to a wide range of …