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References (57)

[1]
A Survey of LLM-Based Applications in Programming Education: Balancing Automation and Human Oversight
2025Griffin Pitts, Anurata Prabha Hridi et al.
[2]
Lessons Learned From COVID-19: Acceptance of E-Learning Technologies in Higher Education.
2025Griffin Pitts, Viktoria Marcus et al.
[3]
Understanding Human-AI Trust in Education
2025Griffin Pitts, Sanaz Motamedi
[4]
Student Perspectives on the Benefits and Risks of AI in Education
2025Griffin Pitts, Viktoria Marcus et al.
[5]
To Use or Not to Use: Impatience and Overreliance When Using Generative AI Productivity Support Tools
2025Han Qiao, Jo Vermeulen et al.
[6]
AI and learning experiences of international students studying in the UK: an exploratory case study
2025Nihan Arslan, Moustafa Salman Haj Youssef et al.
[7]
Finding Misleading Identifiers in Novice Code Using LLMs
2025Anna Řechtáčková, Alexandra Maximova et al.
[8]
Understanding the Practices, Perceptions, and (Dis)Trust of Generative AI among Instructors: A Mixed-methods Study in the U.S. Higher Education
2025Wenhan Lyu, Shuang Zhang et al.
[9]
The critical role of trust in adopting AI-powered educational technology for learning: An instrument for measuring student perceptions
2025Tanya Nazaretsky, Paola Mejia‐Domenzain et al.
[10]
Policy guidelines and recommendations on AI use in teaching and learning: A meta-synthesis study
2025A. Funa, R. A. Gabay
[11]
Learning-by-teaching with ChatGPT: The effect of teachable ChatGPT agent on programming education
2024Angxuan Chen, Yuang Wei et al.
[12]
Why students use or not use generative AI: Student conceptions, concerns, and implications for engineering education
2024Yun Dai
[13]
ELLMA-T: an Embodied LLM-agent for Supporting English Language Learning in Social VR
2024Mengxu Pan, Alexandra Kitson et al.
[14]
A Proposed Model of Learners' Acceptance and Trust of Pedagogical Conversational AI
2024Griffin Pitts, Viktoria Marcus et al.
[15]
Perceptions and usage of AI chatbots among students in higher education across genders, academic levels and fields of study
2024Christian Stöhr, Amy Wanyu Ou et al.
[16]
Investigating undergraduate students' perceptions and awareness of using ChatGPT as a regular assistance tool: A user acceptance perspective study
2024Hayder Albayati
[17]
A survey on students’ use of AI at a technical university
2024F. Balabdaoui, Nora Dittmann-Domenichini et al.
[18]
Open Source Language Models Can Provide Feedback: Evaluating LLMs' Ability to Help Students Using GPT-4-As-A-Judge
2024Charles Koutcheme, Nicola Dainese et al.
[19]
Understanding students’ adoption of the ChatGPT chatbot in higher education: the role of anthropomorphism, trust, design novelty and institutional policy
2024Athanasios Polyportis, Nikolaos Pahos
[20]
Writing with AI: University Students’ Use of ChatGPT
2023Nikola Črček, Jakob Patekar

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