Description
Pretrained RoBertaForSequenceClassification, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.roberta_hindi_hate_speech_pipeline is a Hindi model originally trained by arnabmukhopadhyay.
How to use
pipeline = PretrainedPipeline("roberta_hindi_hate_speech_pipeline", lang = "hi")
annotations = pipeline.transform(df)
val pipeline = new PretrainedPipeline("roberta_hindi_hate_speech_pipeline", lang = "hi")
val annotations = pipeline.transform(df)
Model Information
| Model Name: | roberta_hindi_hate_speech_pipeline |
| Type: | pipeline |
| Compatibility: | Spark NLP 5.5.0+ |
| License: | Open Source |
| Edition: | Official |
| Language: | hi |
| Size: | 467.2 MB |
References
https://huggingface.co/arnabmukhopadhyay/Roberta-hindi-hate-speech
Included Models
- DocumentAssembler
- TokenizerModel
- RoBertaForSequenceClassification