Table 5 Statistics of used disease entity recognition data sets
From: We are not ready yet: limitations of state-of-the-art disease named entity recognizers
Data set | NCBI | BC5CDR | miRNA-disease | COVID Disease | BioNLP13-CG | |
|---|---|---|---|---|---|---|
Size (# Abstracts) | 593 | 500 | 201 | - | 300 | |
Unique mentions | training | 1614 | 1445 | 461 | - | 349 |
Unique concepts | 632 | 649 | - | - | - | |
Size (# Abstracts) | 100 | 500 | - | - | 200 | |
Unique mentions | development | 343 | 1343 | - | - | 154 |
Unique concepts | 170 | 589 | - | - | - | |
Size (# Abstracts) | 100 | 500 | 100 | 50 | 100 | |
Unique mentions | test | 407 | 1432 | 224 | 68 | 260 |
Unique concepts | 192 | 640 | - | - | - |