transformers bert feature-extraction ner poldeepner2 token-classification pl dataset:clarin-pl/kpwr-ner license:mit endpoints_compatible region:us
---
datasets:
- clarin-pl/kpwr-ner
language:
- pl
license: mit
pipeline_tag: token-classification
tags:
- ner
- poldeepner2
---
## About

A transformer-based model for named entity recognition for Polish.
The model was trained on the train part of the KPWr corpus to recognize
82 categories of NE.

## Evaluation summary

```

                           precision    recall  f1-score   support
micro avg                     0.7803    0.8033    0.7916     17711
macro avg                     0.7921    0.8033    0.7932     17711
```

Detailed results can be found in the test_results.txt file.


## Author

Michał Marcińczuk <marcinczuk@gmail.com>


## License

[MIT](https://choosealicense.com/licenses/mit/