Update README.md
Browse files
README.md
CHANGED
|
@@ -1,7 +1,6 @@
|
|
| 1 |
-
BioM-Transformers: Building Large Biomedical Language Models with
|
| 2 |
-
BERT, ALBERT and ELECTRA
|
| 3 |
|
| 4 |
-
Abstract
|
| 5 |
|
| 6 |
|
| 7 |
The impact of design choices on the performance
|
|
@@ -21,10 +20,16 @@ the significant effect of design choices on
|
|
| 21 |
improving the performance of biomedical language
|
| 22 |
models.
|
| 23 |
|
|
|
|
|
|
|
| 24 |
This model was pre-trained on PMC full article for further 64k steps with a batch size of 8192, where we initiate our weights from our model BioM-ALBERT-xxlarge.
|
| 25 |
|
| 26 |
Check our GitHub repo at https://github.com/salrowili/BioM-Transformers for TensorFlow and GluonNLP checkpoints.
|
|
|
|
|
|
|
|
|
|
| 27 |
|
|
|
|
| 28 |
|
| 29 |
```bibtex
|
| 30 |
@inproceedings{alrowili-shanker-2021-biom,
|
|
|
|
| 1 |
+
# BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA
|
|
|
|
| 2 |
|
| 3 |
+
# Abstract
|
| 4 |
|
| 5 |
|
| 6 |
The impact of design choices on the performance
|
|
|
|
| 20 |
improving the performance of biomedical language
|
| 21 |
models.
|
| 22 |
|
| 23 |
+
# Model Description
|
| 24 |
+
|
| 25 |
This model was pre-trained on PMC full article for further 64k steps with a batch size of 8192, where we initiate our weights from our model BioM-ALBERT-xxlarge.
|
| 26 |
|
| 27 |
Check our GitHub repo at https://github.com/salrowili/BioM-Transformers for TensorFlow and GluonNLP checkpoints.
|
| 28 |
+
# Acknowledgment
|
| 29 |
+
|
| 30 |
+
We would like to acknowledge the support we have from Tensorflow Research Cloud (TFRC) team to grant us access to TPUv3 units.
|
| 31 |
|
| 32 |
+
# Citation
|
| 33 |
|
| 34 |
```bibtex
|
| 35 |
@inproceedings{alrowili-shanker-2021-biom,
|