Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.negation_scope_detection_nubes_training_development_mbert_fine_tuned_pipeline is a English model originally trained by ajtamayoh.
How to use
pipeline = PretrainedPipeline("negation_scope_detection_nubes_training_development_mbert_fine_tuned_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("negation_scope_detection_nubes_training_development_mbert_fine_tuned_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | negation_scope_detection_nubes_training_development_mbert_fine_tuned_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.1+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 665.1 MB |
References
https://huggingface.co/ajtamayoh/Negation_Scope_Detection_NubEs_Training_Development_mBERT_fine_tuned
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification