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  • John Snow Labs
  • Apr 06, 2025

Arabic ararest_arabic_restaurant_reviews_sentiment_analysis_pipeline pipeline BertForSequenceClassification from Abdu-GH

  • ar
  • open_source
  • pipeline
  • onnx

Description

Pretrained BertForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.ararest_arabic_restaurant_reviews_sentiment_analysis_pipeline is a Arabic model originally trained by Abdu-GH.

Download Copy S3 URI

How to use


pipeline = PretrainedPipeline("ararest_arabic_restaurant_reviews_sentiment_analysis_pipeline", lang = "ar")
annotations =  pipeline.transform(df)   



val pipeline = new PretrainedPipeline("ararest_arabic_restaurant_reviews_sentiment_analysis_pipeline", lang = "ar")
val annotations = pipeline.transform(df)

Model Information

Model Name: ararest_arabic_restaurant_reviews_sentiment_analysis_pipeline
Type: pipeline
Compatibility: Spark NLP 5.5.1+
License: Open Source
Edition: Official
Language: ar
Size: 507.1 MB

References

https://huggingface.co/Abdu-GH/AraRest-Arabic-Restaurant-Reviews-Sentiment-Analysis

Included Models

  • DocumentAssembler
  • TokenizerModel
  • BertForSequenceClassification