Update README.md
Browse files
README.md
CHANGED
|
@@ -31,8 +31,14 @@ It achieves the following results on the evaluation set:
|
|
| 31 |
|
| 32 |
## Model description
|
| 33 |
|
| 34 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
| 35 |
|
|
|
|
|
|
|
| 36 |
## Intended uses & limitations
|
| 37 |
|
| 38 |
More information needed
|
|
|
|
| 31 |
|
| 32 |
## Model description
|
| 33 |
|
| 34 |
+
Loss is a combination of:
|
| 35 |
+
- CrossEntropy
|
| 36 |
+
- Custom loss which can be seen as a length penalty: +1 if predicted text length > 12, else 0
|
| 37 |
+
|
| 38 |
+
Loss = theta * Custom loss + (1 - theta) * CrossEntropy
|
| 39 |
|
| 40 |
+
(theta = 0.3)
|
| 41 |
+
|
| 42 |
## Intended uses & limitations
|
| 43 |
|
| 44 |
More information needed
|