Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.ner_bert_base_cased_portuguese_lenerbr2_pipeline is a English model originally trained by luciolrv.
How to use
pipeline = PretrainedPipeline("ner_bert_base_cased_portuguese_lenerbr2_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("ner_bert_base_cased_portuguese_lenerbr2_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | ner_bert_base_cased_portuguese_lenerbr2_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 406.0 MB |
References
https://huggingface.co/luciolrv/ner-bert-base-cased-pt-lenerbr2
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification