Official websites use .gov
A
.gov website belongs to an official
government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you've safely
connected to the .gov website. Share sensitive
information only on official, secure websites.
In-domain performance of the proposed DILBERT model in terms of Acc@1 on the refined test set of the Biocreative V CDR corpus
| Model | CDR disease | CDR chemical |
|---|---|---|
| BioBERT ranking | 66.4 | 80.7 |
| BioSyn | 74.1 | 83.8 |
| DILBERT, random sampling | 75.5 | 81.4 |
| DILBERT, random + 2 parents | 75.0 | 81.2 |
| DILBERT, random + 5 parents | 73.5 | 81.4 |
| DILBERT, resampling | 75.8 | 83.3 |
| DILBERT, resampling + 5 siblings | 75.3 | 82.1 |
Note: Highest score in a column is marked as bold.
