🈴🈯️ Token Classification#

Monitoring Inference Predictions FastAPI

MLOps Steps: Deploying, Monitoring
NLP Tasks: TextClassification, TokenClassification (NER)
Libraries: spaCy, FastAPI, transformers

🐭 Weakly supervised NER with skweak

MLOps Steps: Labelling, Training
NLP Tasks: TokenClassification (NER)
Libraries: Argilla, skweak
Techniques: Weak Supervision

🔫 Zero-shot NER with Flair

MLOps Steps: Labelling
NLP Tasks: TokenClassification (NER)
Libraries: FlAIr
Techniques: Zero-shot classifcation

💫 Explore and analyze spaCy NER pipelines

MLOps Steps: Labelling
NLP Tasks: TokenClassification (NER)
Libraries: spaCy
Techniques: Explainability