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Sašo Dzeroski

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Articles

A Domain-Targeted Question-Answering Dataset for Food and Nutrition Applications

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By Tome Eftimov, Ana Gjorgjevikj, Matej Martinc, Gjorgjina Cenikj, Riste Stojanov, Barbara Koroušić Seljak, Darko Sasanski, Sašo Dzeroski
| Nature Verified
Abstract General-purpose Large Language Models (LLMs) like Llama, GPT, and Mistral struggle with domain-specific challenges in food and nutrition, where data is fragmented, heterogeneous, and semantically complex. While fine-tuned LLMs have shown success in healthcare and life sciences, similar progress in food domains has been limited, largely due to the lack of high-quality, task-specific datasets.
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