Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.bc5cdr_disease_wlt_512_pubmedbert_latest_isns_512_pipeline is a English model originally trained by mobashgr.
How to use
pipeline = PretrainedPipeline("bc5cdr_disease_wlt_512_pubmedbert_latest_isns_512_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("bc5cdr_disease_wlt_512_pubmedbert_latest_isns_512_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | bc5cdr_disease_wlt_512_pubmedbert_latest_isns_512_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 408.1 MB |
References
https://huggingface.co/mobashgr/BC5CDR-disease-WLT-512-PubMedBERT-latest-isns-512
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification