Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bioclinicalbert_full_finetuned_ner_pablo_pipeline is a English model originally trained by pabRomero.
How to use
pipeline = PretrainedPipeline("bioclinicalbert_full_finetuned_ner_pablo_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("bioclinicalbert_full_finetuned_ner_pablo_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | bioclinicalbert_full_finetuned_ner_pablo_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 403.4 MB |
References
https://huggingface.co/pabRomero/BioClinicalBERT-full-finetuned-ner-pablo
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification