Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.name_anonymization_pipeline is a Turkish model originally trained by deprem-ml.
How to use
pipeline = PretrainedPipeline("name_anonymization_pipeline", lang = "tr")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("name_anonymization_pipeline", lang = "tr")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | name_anonymization_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | tr |
| Size: | 412.3 MB |
References
https://huggingface.co/deprem-ml/name_anonymization
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification