Description
Pretrained RoBertaForTokenClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.twitter_roberta_base_ner7_latest_finetuned_pipeline is a English model originally trained by alban12.
How to use
pipeline = PretrainedPipeline("twitter_roberta_base_ner7_latest_finetuned_pipeline", lang = "en")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("twitter_roberta_base_ner7_latest_finetuned_pipeline", lang = "en")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | twitter_roberta_base_ner7_latest_finetuned_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | en |
| Size: | 454.6 MB |
References
https://huggingface.co/alban12/twitter-roberta-base-ner7-latest-finetuned
Included Models
- DocumentAssembler
- TokenizerModel
- RoBertaForTokenClassification