Papers by Anna Lisa Gentile
Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models (2024.emnlp-industry)
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| Challenge: | Large language models (LLMs) are becoming increasingly popular in everyday use, especially in highly regulated domains such as healthcare, where misleading advice may influence users to commit malpractice. |
| Approach: | They present a large-scale health-advice benchmark dataset that evaluates large language models' ability to recognize health-related advice in industrial settings. |
| Outcome: | The proposed model can be misinterpreted as direct advice in highly regulated domains such as healthcare, but the results are not enough to protect them from misinterpreting them as medical advice. |