From: B-LBConA: a medical entity disambiguation model based on Bio-LinkBERT and context-aware mechanism
Model | NCBI | ADR | ShARe/CLEF |
---|---|---|---|
w/o Bio-LinkBERT | 92.45 | 93.97 | 93.00 |
w/o character feature | 93.30 | 94.40 | 94.10 |
w/o cross-attention | 92.77 | 93.58 | 92.78 |
w/o BiGRU | 92.35 | 91.74 | 91.86 |
w/o context | 92.64 | 94.56 | 93.34 |
Full model | 93.57 | 94.72 | 94.23 |