Commit
·
87b5fdc
1
Parent(s):
f5afbf0
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,9 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
## City-Country-NER
|
| 2 |
|
| 3 |
A `bert-base-uncased` model finetuned on a custom dataset to detect `Country` and `City` names from a given sentence.
|
| 4 |
|
| 5 |
### Custom Dataset
|
| 6 |
-
We weakly supervised the
|
| 7 |
|
| 8 |
The model predicts 3 different tags:
|
| 9 |
|
|
|
|
| 1 |
+
---
|
| 2 |
+
language:
|
| 3 |
+
- en
|
| 4 |
+
tags:
|
| 5 |
+
- token-classification
|
| 6 |
+
- address-NER
|
| 7 |
+
- NER
|
| 8 |
+
- bert-base-uncased
|
| 9 |
+
|
| 10 |
+
datasets:
|
| 11 |
+
- tosdr
|
| 12 |
+
metrics:
|
| 13 |
+
- Precision
|
| 14 |
+
- Recall
|
| 15 |
+
- F1 Score
|
| 16 |
+
|
| 17 |
+
---
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
|
| 21 |
## City-Country-NER
|
| 22 |
|
| 23 |
A `bert-base-uncased` model finetuned on a custom dataset to detect `Country` and `City` names from a given sentence.
|
| 24 |
|
| 25 |
### Custom Dataset
|
| 26 |
+
We weakly supervised the [Ultra-Fine Entity Typing](https://www.cs.utexas.edu/~eunsol/html_pages/open_entity.html) dataset to include the `City` and `Country` information. We also did some extra preprocessing to remove false labels.
|
| 27 |
|
| 28 |
The model predicts 3 different tags:
|
| 29 |
|