๐Ÿ‘ฎ Weak Supervision#

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

๐Ÿ“ฐ Building a news classifier with weak supervision

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

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

๐Ÿงฑ Extending weak supervision workflows with sentence embeddings

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

๐Ÿญ Weakly supervised NER with skweak

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