Weak supervision#

These tutorials get you started with weak supervision using Rubrix.

๐Ÿ“ฐ Building a news classifier with weak supervision

Build a news classifier using rules and weak supervision, and how Rubrix makes this process very interactive.

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

Learn how to tackle multi-label classification tasks with weak supervision with the example of two challenging datasets.

๐Ÿงฑ Extending weak supervision workflows with sentence embeddings

Extend your weak supervision workflows in Rubrix with sentence embeddings to increase the coverage and obtain more training data.

๐Ÿญ Weakly supervised NER with skweak

Use Rubrix to improve weak supervision and data programming workflows for Named Entity Recognition tasks with the skweak library.