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Samaneh Zamanifard, Sajad Goudarzi, Andrew Robb

Public reference bibliography and cataloged PDF materials authored or published by Samaneh Zamanifard, Sajad Goudarzi, Andrew Robb.

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Bias and Reliability in Learning-Style Inference from Student--AI Dialogues: An Evaluation of GPT-4o and Gemini 2.0 Flash

Year: 2026 • Source: arxiv.org • Listed PDF

Large Language Models (LLMs) are increasingly integrated into educational technologies for personalized support, creating opportunities for real-time learner modeling from dialogue. This study evaluates whether GPT-4o an...