English email_spam_classification_merged_pipeline pipeline BertForSequenceClassification from h-e-l-l-o

Description

Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.email_spam_classification_merged_pipeline is a English model originally trained by h-e-l-l-o.

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How to use

pipeline = PretrainedPipeline("email_spam_classification_merged_pipeline", lang = "en")
annotations =  pipeline.transform(df)   

val pipeline = new PretrainedPipeline("email_spam_classification_merged_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

References

https://huggingface.co/h-e-l-l-o/email-spam-classification-merged

Included Models

• DocumentAssembler
• TokenizerModel
• BertForSequenceClassification