๐Ÿˆด๐Ÿˆฏ๏ธ Token Classification#

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Monitoring Inference Predictions FastAPI

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

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๐Ÿญ Weakly supervised NER with skweak

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

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๐Ÿ”ซ Zero-shot NER with Flair

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

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๐Ÿ’ซ Explore and analyze spaCy NER pipelines

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