The task aims to find mentions of occupations in clinical cases and reports of individual patients published in medical journals, as well as determining the person(s) referred to (patient, family member, health professional, someone else).
Publication
Salvador Lima-López, Eulàlia Farré-Maduell, Antonio Miranda-Escalada, Vicent Brivá-Iglesias, Martin Krallinger (2021) NLP applied to occupational health: MEDDOPROF shared task at IberLEF 2021 on automatic recognition, classification and normalization of professions and occupations from medical texts. Procesamiento del Lenguaje Natural, Revista nº 67, septiembre de 2021, pp. 243-256
Language
Spanish
NLP topic
Abstract task
Dataset
Year
2021
Publication link
Ranking metric
F1
Task results
| System | Precision | Recall | F1 Sort ascending |
|---|---|---|---|
| NLNDE | 0.8300 | 0.7590 | 0.7930 |
| MUCIC | 0.7700 | 0.7500 | 0.7640 |
| SMR-NLP | 0.8020 | 0.6990 | 0.7470 |
| SINAI | 0.7750 | 0.6900 | 0.7300 |
| Vicomtech NLP-team | 0.7100 | 0.6910 | 0.7010 |
