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  • John Snow Labs
  • Feb 08, 2025

English covid_augment_tweet_roberta_large_e4_pipeline pipeline RoBertaForSequenceClassification from JerryYanJiang

  • en
  • open_source
  • pipeline
  • onnx

Description

Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.covid_augment_tweet_roberta_large_e4_pipeline is a English model originally trained by JerryYanJiang.

Predicted Entities

Download Copy S3 URI

How to use

pipeline = PretrainedPipeline("covid_augment_tweet_roberta_large_e4_pipeline", lang = "en")
annotations =  pipeline.transform(df)

val pipeline = new PretrainedPipeline("covid_augment_tweet_roberta_large_e4_pipeline", lang = "en")
val annotations = pipeline.transform(df)

Model Information

Model Name: covid_augment_tweet_roberta_large_e4_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: en
Size: 1.3 GB

References

References

https://huggingface.co/JerryYanJiang/covid-augment-tweet-roberta-large-e4

Included Models

  • DocumentAssembler
  • TokenizerModel
  • RoBertaForSequenceClassification