Description
Pretrained XlmRoBertaForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.xlmroberta_ner_xlm_roberta_base_dutch_emoji_ner_pipeline is a Dutch, Flemish model originally trained by ml6team.
How to use
pipeline = PretrainedPipeline("xlmroberta_ner_xlm_roberta_base_dutch_emoji_ner_pipeline", lang = "nl")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("xlmroberta_ner_xlm_roberta_base_dutch_emoji_ner_pipeline", lang = "nl")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | xlmroberta_ner_xlm_roberta_base_dutch_emoji_ner_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.4.2+ |
| License: | Open Source |
| Edition: | Official |
| Language: | nl |
| Size: | 850.8 MB |
References
https://huggingface.co/ml6team/xlm-roberta-base-nl-emoji-ner
Included Models
- DocumentAssembler
- TokenizerModel
- XlmRoBertaForTokenClassification