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Fine-tuning large language models for effective nutrition support in residential aged care: a domain expertise approach
2024-07-21
health informatics
Title + abstract only
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PurposeMalnutrition is a serious health concern, particularly among the older people living in residential aged care facilities. An automated and efficient method is required to identify the individuals afflicted with malnutrition in this setting. The recent advancements in transformer-based large language models (LLMs) equipped with sophisticated context-aware embeddings, such as RoBERTa, have significantly improved machine learning performance, particularly in predictive modelling. Enhancing t...
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