Sennodipoi
commited on
Commit
·
c27428e
1
Parent(s):
5b1ecd7
Update README.md
Browse files
README.md
CHANGED
@@ -1 +1,14 @@
|
|
1 |
-
LayoutLMv2 fine-tuned on the Kleister-NDA dataset. Code (including pre-processing) and results are available at the official GitHub repository of my [Master Degree thesis ](https://github.com/AleRosae/thesis-layoutlm)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
LayoutLMv2 fine-tuned on the Kleister-NDA dataset. Code (including pre-processing) and results are available at the official GitHub repository of my [Master Degree thesis ](https://github.com/AleRosae/thesis-layoutlm).
|
2 |
+
|
3 |
+
Results obtained with seqeval in strict mode:
|
4 |
+
|
5 |
+
| | Precision | Recall | F1-Score | Variance (F1) |
|
6 |
+
|--------------------|--------------|-----------|-------------|------------------|
|
7 |
+
| EFFECTIVE _DATE | 0.69 | 0.77 | 0.72 | 4e-4 |
|
8 |
+
| JURISDICTION | 0.90 | 0.87 | 0.88 | 1e-4 |
|
9 |
+
| PARTY | 0.73 | 0.87 | 0.79 | 8e-5 |
|
10 |
+
| TERM | 0.76 | 0.63 | 0.68 | 2e-3 |
|
11 |
+
| Micro avg | 0.76 | 0.85 | 0.80 | 1e-4 |
|
12 |
+
| Macro avg | 0.76 | 0.78 | 0.77 | 4e-4 |
|
13 |
+
| Weighted avg | 0.77 | 0.85 | 0.80 | 1e-4 |
|
14 |
+
|