GuillemGSubies commited on
Commit
5391d77
1 Parent(s): d4323bf

Add README.md

Browse files
Files changed (1) hide show
  1. README.md +57 -0
README.md ADDED
@@ -0,0 +1,57 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language: es
3
+ tags:
4
+ - biomedical
5
+ - clinical
6
+ - spanish
7
+ - XLM_R_Galen
8
+ license: mit
9
+ datasets:
10
+ - "bigbio/meddocan"
11
+ metrics:
12
+ - f1
13
+
14
+ model-index:
15
+ - name: IIC/XLM_R_Galen-meddocan
16
+ results:
17
+ - task:
18
+ type: token-classification
19
+ dataset:
20
+ name: meddocan
21
+ type: bigbio/meddocan
22
+ split: test
23
+ metrics:
24
+ - name: f1
25
+ type: f1
26
+ value: 0.947
27
+ pipeline_tag: token-classification
28
+
29
+ ---
30
+
31
+ # XLM_R_Galen-meddocan
32
+
33
+ This model is a finetuned version of XLM_R_Galen for the meddocan dataset used in a benchmark in the paper TODO. The model has a F1 of 0.947
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 | 4e-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
+