Description
Pretrained BertForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.arabert_arabic_ner_conllpp_pipeline is a Arabic model originally trained by MostafaAhmed98.
How to use
pipeline = PretrainedPipeline("arabert_arabic_ner_conllpp_pipeline", lang = "ar")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("arabert_arabic_ner_conllpp_pipeline", lang = "ar")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | arabert_arabic_ner_conllpp_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | ar |
| Size: | 505.1 MB |
References
https://huggingface.co/MostafaAhmed98/AraBert-Arabic-NER-CoNLLpp
Included Models
- DocumentAssembler
- TokenizerModel
- BertForTokenClassification