A span-based model for extracting overlapping PICO entities from randomized controlled trial publications.

PICOX excels in identifying overlapping entities and consistently surpasses a leading baseline across multiple datasets. Ablation studies reveal that its data augmentation strategy effectively minimizes false positives and improves precision.