GuillemGSubies
commited on
Commit
•
32e85d7
1
Parent(s):
13a731d
Add README.md
Browse files
README.md
ADDED
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
language: es
|
3 |
+
tags:
|
4 |
+
- biomedical
|
5 |
+
- clinical
|
6 |
+
- spanish
|
7 |
+
- bsc-bio-ehr-es
|
8 |
+
license: apache-2.0
|
9 |
+
datasets:
|
10 |
+
- "bigbio/distemist"
|
11 |
+
metrics:
|
12 |
+
- f1
|
13 |
+
|
14 |
+
model-index:
|
15 |
+
- name: IIC/bsc-bio-ehr-es-distemist
|
16 |
+
results:
|
17 |
+
- task:
|
18 |
+
type: token-classification
|
19 |
+
dataset:
|
20 |
+
name: distemist
|
21 |
+
type: bigbio/distemist
|
22 |
+
split: test
|
23 |
+
metrics:
|
24 |
+
- name: f1
|
25 |
+
type: f1
|
26 |
+
value: 0.836
|
27 |
+
pipeline_tag: token-classification
|
28 |
+
|
29 |
+
---
|
30 |
+
|
31 |
+
# bsc-bio-ehr-es-distemist
|
32 |
+
|
33 |
+
This model is a finetuned version of bsc-bio-ehr-es for the distemist dataset used in a benchmark in the paper TODO. The model has a F1 of 0.836
|
34 |
+
|
35 |
+
Please refer to the original publication for more information TODO LINK
|
36 |
+
|
37 |
+
## Parameters used
|
38 |
+
|
39 |
+
| parameter | Value |
|
40 |
+
|-------------------------|:-----:|
|
41 |
+
| batch size | 16 |
|
42 |
+
| learning rate | 3e-05 |
|
43 |
+
| classifier dropout | 0.2 |
|
44 |
+
| warmup ratio | 0 |
|
45 |
+
| warmup steps | 0 |
|
46 |
+
| weight decay | 0 |
|
47 |
+
| optimizer | AdamW |
|
48 |
+
| epochs | 10 |
|
49 |
+
| early stopping patience | 3 |
|
50 |
+
|
51 |
+
|
52 |
+
## BibTeX entry and citation info
|
53 |
+
|
54 |
+
```bibtex
|
55 |
+
TODO
|
56 |
+
```
|
57 |
+
|