Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.italian_ner_xxl_pipeline is a Italian model originally trained by DeepMount00.
How to use
pipeline = PretrainedPipeline("italian_ner_xxl_pipeline", lang = "it")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("italian_ner_xxl_pipeline", lang = "it")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | italian_ner_xxl_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | it |
| Size: | 413.0 MB |
References
https://huggingface.co/DeepMount00/Italian_NER_XXL
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification