Hello everyone,
we are opening this thread so you can reach out with ideas and opinions on the guided labeling framework. Do you have a question? Feel free to post it here!
keywords: active learning, weak supervision, labeling, human-in-the-loop, guided analytics, KNIME WebPortal
KNIME Extensions:
Guided Labeling Blog Series on KNIME Blog
- Episode 1: An Introduction to Active Learning
- Episode 2: Label Density
- Episode 3: Model Uncertainty
- Episode 4: From Exploration to Exploitation
- Episode 5: Blending Knowledge with Weak Supervision
- Episode 6: Comparing Weak Supervision with Active Learning
- Episode 7: Weak Supervision Deployed via Guided Analytics
- Episode 8: Combining Active Learning with Weak Supervision
Guided Labeling Webinar on YouTube
Guided Labeling Workflows on the KNIME Hub
- 00_Guided_Labeling_for_Document_Classification_(legacy)
- 01_Guided_Labeling_for_Document_Classification
- 02_Active_Learning_for_Document_Classification
- 03_Weak_Supervision_for_Document_Classification
Other Blog Posts