The task challenges participants to create automatic systems that can extract different aspects of information about clinical procedures. The Clinical Procedure Normalization task is an entity linking task that consists on assigning SNOMED CT codes to the mentions of clinical procedures.
Publication
Nentidis, A. et al. (2023). Overview of BioASQ 2023: The Eleventh BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering. In: Arampatzis, A., et al. Experimental IR Meets Multilinguality, Multimodality, and Interaction. CLEF 2023. Lecture Notes in Computer Science, vol 14163. Springer, Cham. https://doi.org/10.1007/978-3-031-42448-9_19
Language
Spanish
URL Task
NLP topic
Abstract task
Year
2023
Publication link
Ranking metric
Micro F
Task results
System | MicroF1 Sort ascending |
---|---|
Vicomtech-run1-xlm-roberta | 0.5707 |
Vicomtech-run2-roberta-bio | 0.5646 |
Vicomtech-run3-roberta-bio | 0.5643 |
Vicomtech-run5-longformer-base | 0.5539 |
Fusion-run4-Spanish-RoBERTa | 0.5369 |
Fusion-run1-BioMBERT | 0.5293 |
Fusion-run3-XLM-RoBERTA | 0.5283 |
SINAI-run1-fine-tuned-roberta | 0.5267 |
Vicomtech-run4-roberta-bio | 0.5230 |
Fusion-run2-BioMBERT | 0.5216 |