SAILabSiena Artificial Intelligence Lab

Automating Turkish Educational Quiz Generation Using Large Language Models

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Presented at the 4th International Conference on Intelligent Systems and Pattern Recognition (ISPR 2024), Istanbul, Turkey.

The paper introduces Turkish-Quiz-Instruct, a dataset of Turkish educational texts paired with multiple-choice and short-answer questions, and uses GPT-4-Turbo, GPT-3.5-Turbo and Llama-2 models to generate quizzes from Turkish content. The results show these models can produce coherent and relevant Turkish quiz questions.

Authors: Kamyar Zeinalipour, Yusuf Gökberk Keptiğ, Marco Maggini, Marco Gori.

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All the lab's language releases are listed in Language models and datasets.

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