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xlm-roberta-base-finetuned-enron
kauffinger/xlm-roberta-base-finetuned-enron
xlm-roberta-base-finetuned-enron is a text classification model from kauffinger. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
I trained this model to detect spam in german as there is no german labeled spam mail dataset, and I could not find an already pretrained multilingual model for the enron spam dataset.
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Model card
From the Hugging Face model README
XLM-RoBERTa for multilingual spam detection
I trained this model to detect spam in german as there is no german labeled spam mail dataset, and I could not find an already pretrained multilingual model for the enron spam dataset.
Intended use
Identifying spam mail in any XLM-RoBERTa-supported language. Note that there was no thorough testing on it's intended use - only validation on the enron mail dataset.
Evaluation
Eval on test set of enron spam:
- loss: 0.0315
- accuracy: 0.996
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- mit
- Created
- Jan 7, 2023
- Updated
- May 10, 2023