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.
•12m read time• From pub.towardsai.net
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 ProConclusionResourcesSort: