๐Ÿ‘ฎ Weak Supervision#

These tutorials show you how to use weak supervision with Argilla.

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๐Ÿ“ฐ Building a news classifier with weak supervision

MLOps Steps: Labelling
NLP Tasks: TextClassification (news)
Libraries: Argilla, snorkel, sklearn
Techniques: Weak Supervision

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๐Ÿ—‚ Weak supervision in multi-label text classification tasks

MLOps Steps: Labelling, Training
NLP Tasks: TextClassification (multi-label)
Libraries: Argilla, scikit-multilearn
Techniques: Weak Supervision

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๐Ÿงฑ Extending weak supervision workflows with sentence embeddings

MLOps Steps: Labelling, Training
NLP Tasks: TextClassification
Libraries: Argilla, sentence-transformers
Techniques: Weak Supervision

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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