Multilingual Name Entity Recognition

XLM-RoBERTa, fine-tuned in German, French, and Italian, offers robust Zero-Shot Classification with an f1-score of 0.8638 on the validation set. Its performance is enhanced by a custom Error Analysis pipeline, ensuring reliable multi-language classification.