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pdn2_v08_kpwr_ner_n82
CodeNLP/pdn2_v08_kpwr_ner_n82
pdn2_v08_kpwr_ner_n82 is a token classification model from CodeNLP. Use it when you need labels on individual words, such as names. It is set up for transformers. The card lists the license as mit.
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.
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Repo size
1.4 GB
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At a glance
- Task
- Token Classification
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Oct 9, 2023
- Updated
- Oct 9, 2023
- SHA
- dd41565f
Datasets
Model card
From the Hugging Face model README
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 [email protected]
License
- Task
- Token Classification
- Library
- transformers
- Type
- bert
- License
- mit
- Languages
- pl
- Created
- Oct 9, 2023
- Updated
- Oct 9, 2023