Weak supervision

These tutorials get you started with weak supervision using Rubrix.

📰 Building a news classifier with weak supervision

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

🗂 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.

🧱 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.

🐭 Weakly supervised NER with skweak

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