Datasets:
Update README.md
Browse files
README.md
CHANGED
|
@@ -3,10 +3,10 @@ annotations_creators:
|
|
| 3 |
- hired_annotators
|
| 4 |
language_creators:
|
| 5 |
- found
|
| 6 |
-
|
| 7 |
- pl
|
| 8 |
-
|
| 9 |
-
-
|
| 10 |
multilinguality:
|
| 11 |
- monolingual
|
| 12 |
size_categories:
|
|
@@ -15,7 +15,6 @@ task_categories:
|
|
| 15 |
- token-classification
|
| 16 |
task_ids:
|
| 17 |
- named-entity-recognition
|
| 18 |
-
- part-of-speech-tagging
|
| 19 |
pretty_name: Polish-Political-Advertising
|
| 20 |
---
|
| 21 |
|
|
@@ -27,6 +26,32 @@ Political campaigns are full of political ads posted by candidates on social med
|
|
| 27 |
|
| 28 |
> We achieved a 0.65 inter-annotator agreement (Cohen's kappa score). An additional annotator resolved the mismatches between the first two annotators improving the consistency and complexity of the annotation process.
|
| 29 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 30 |
## License
|
| 31 |
|
| 32 |
[Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/)
|
|
|
|
| 3 |
- hired_annotators
|
| 4 |
language_creators:
|
| 5 |
- found
|
| 6 |
+
language:
|
| 7 |
- pl
|
| 8 |
+
license:
|
| 9 |
+
- cc-by-nc-sa-4.0
|
| 10 |
multilinguality:
|
| 11 |
- monolingual
|
| 12 |
size_categories:
|
|
|
|
| 15 |
- token-classification
|
| 16 |
task_ids:
|
| 17 |
- named-entity-recognition
|
|
|
|
| 18 |
pretty_name: Polish-Political-Advertising
|
| 19 |
---
|
| 20 |
|
|
|
|
| 26 |
|
| 27 |
> We achieved a 0.65 inter-annotator agreement (Cohen's kappa score). An additional annotator resolved the mismatches between the first two annotators improving the consistency and complexity of the annotation process.
|
| 28 |
|
| 29 |
+
## Data splits
|
| 30 |
+
|
| 31 |
+
| Subset | Cardinality (sentences) |
|
| 32 |
+
| ----------- | ----------------------: |
|
| 33 |
+
| train | 1020 |
|
| 34 |
+
| dev | 340 |
|
| 35 |
+
| test | 341 |
|
| 36 |
+
|
| 37 |
+
## Class distribution
|
| 38 |
+
|
| 39 |
+
| Class | train | validation | test |
|
| 40 |
+
|:--------------------------------|--------:|-------------:|--------:|
|
| 41 |
+
| O | 0.91744 | 0.91265 | 0.91529 |
|
| 42 |
+
| B-HEALHCARE | 0.01059 | 0.01073 | 0.01115 |
|
| 43 |
+
| B-WELFARE | 0.00938 | 0.01101 | 0.00877 |
|
| 44 |
+
| I-WELFARE | 0.00878 | 0.00982 | 0.00743 |
|
| 45 |
+
| B-SOCIETY | 0.00697 | 0.00725 | 0.00715 |
|
| 46 |
+
| I-HEALHCARE | 0.00697 | 0.00706 | 0.00600 |
|
| 47 |
+
| I-SOCIETY | 0.00639 | 0.00752 | 0.00581 |
|
| 48 |
+
| B-POLITICAL_AND_LEGAL_SYSTEM | 0.00612 | 0.00679 | 0.00715 |
|
| 49 |
+
| I-POLITICAL_AND_LEGAL_SYSTEM | 0.00543 | 0.00560 | 0.00657 |
|
| 50 |
+
| B-INFRASTRUCTURE_AND_ENVIROMENT | 0.00492 | 0.00495 | 0.00638 |
|
| 51 |
+
| I-INFRASTRUCTURE_AND_ENVIROMENT | 0.00404 | 0.00330 | 0.00353 |
|
| 52 |
+
| I-EDUCATION | 0.00302 | 0.00312 | 0.00400 |
|
| 53 |
+
| B-EDUCATION | 0.00278 | 0.00284 | 0.00381 |
|
| 54 |
+
|
| 55 |
## License
|
| 56 |
|
| 57 |
[Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/)
|