File size: 1,066 Bytes
c6466be adb84b0 c882fae adb84b0 c6466be |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 |
---
license: mit
datasets:
- nkjp-ner
language:
- pl
tags:
- poldeepner2
- ner
---
## About
A transformer-based model for named entity recognition for Polish.
The model was trained on the NKJP corpus to recognize 12 categories of NEs.
## Usage
```bash
conda create -n pdn2_demo python=3.8
```
```bash
conda activate pdn2_demo
```
```bash
https://pypi.clarin-pl.eu/packages/poldeepner2-0.8.2-py3-none-any.whl
```
```bash
git clone https://huggingface.co./CodeNLP/pdn2_v08_nkjp_large
```
```python
import poldeepner2
ner = poldeepner2.load("pdn2_v08_nkjp_large", device="cpu")
text = "Od 15 września 2023 roku premierem Łotwy jest Evika Siliņa"
for an in ner.process_text(text):
print(f"[{an.start}:{an.end}] {an.text} ({an.label})")
```
Expected output:
```
[3:24] 15 września 2023 roku (date)
[35:40] Łotwy (placeName_country)
[46:58] Evika Siliņa (persName)
[46:51] Evika (persName_forename)
[52:58] Siliņa (persName_surname)
```
## Author
Michał Marcińczuk <[email protected]>
## License
[MIT](https://choosealicense.com/licenses/mit/ |