Few-shot prompting with GPT-4.1 achieves an F1 score of 0.65 for extracting and classifying substance use mentions in Spanish clinical texts as part of the ToxHabits shared task.
Bodenreider, The unified medical language system (UMLS): integrating biomedical terminology, Nucleic Acids Res
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FMI@SU ToxHabits: Evaluating LLMs Performance on Toxic Habit Extraction in Spanish Clinical Texts
Few-shot prompting with GPT-4.1 achieves an F1 score of 0.65 for extracting and classifying substance use mentions in Spanish clinical texts as part of the ToxHabits shared task.