Update README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
pipeline_tag: sentence-similarity
|
3 |
tags:
|
|
|
1 |
+
|
2 |
+
The SBERT model was trained on the dataset of UNO sustainable development goals. The total dataset size is 20000 records. 16000 were used for training and 4000 for evaluation.
|
3 |
+
|
4 |
+
The similarity between records was calculated based on the class similarity:
|
5 |
+
0 (case 1 - no common classes)
|
6 |
+
(number of common classes)/(number of all classes) (case 2)
|
7 |
+
(number of common classes)/(maximal number of record classes)+(number of common classes)/(number of all classes) (case 3)
|
8 |
+
|
9 |
---
|
10 |
pipeline_tag: sentence-similarity
|
11 |
tags:
|