Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bionlp13cg_original_biobert_v1_1_latest_pipeline is a English model originally trained by ghadeermobasher.
How to use
pipeline = PretrainedPipeline("bionlp13cg_original_biobert_v1_1_latest_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("bionlp13cg_original_biobert_v1_1_latest_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | bionlp13cg_original_biobert_v1_1_latest_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 408.1 MB |
References
https://huggingface.co/ghadeermobasher/BioNLP13CG-Original-biobert-v1.1_latest
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification