Learn how to build a multilingual NER app using HuggingFace, RoBERTa, and Comet. Understand the concept of Named Entity Recognition and Multilingual Models. Tokenize and align labels for NER.
Table of contents
Building A Multilingual NER App with HuggingFaceWhat is Named Entity Recognition?What are Multilingual Models?Step 1. Setting Required LibrariesStep 2. Loading the DatasetStep 3. Exploring the DatasetStep 4. Loading the XLM-RoBERTa Tokenizer & ModelStep 5. Tokenizing for NERStep 6. Setting Model MetricsStep 7. Model TrainingStep 8. Unlocking the potential of our modelStep 9. Deploying like a ProConclusionResources8 Impressions