Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bert_token_classifier_norwegian_bokml_base_ner_pipeline is a Norwegian model originally trained by NbAiLab.
How to use
pipeline = PretrainedPipeline("bert_token_classifier_norwegian_bokml_base_ner_pipeline", lang = "no")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("bert_token_classifier_norwegian_bokml_base_ner_pipeline", lang = "no")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | bert_token_classifier_norwegian_bokml_base_ner_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | no |
| Size: | 464.4 MB |
References
https://huggingface.co/NbAiLab/nb-bert-base-ner
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification