kauffinger/xlm-roberta-base-finetuned-enron

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