Improve future results
After reviewing your data, you can employ a few strategies to improve future results. Note: these strategies will mainly impact data labeled after these changes are made, and thus are useful if you still have data remaining in the task.
| Strategy | Goal | How to | Notes |
|---|---|---|---|
| Create additional Gold Standard cases | Assist labelers with more training material | Additional gold standards can be created through a variety of strategies | Create additional Gold Standard cases where labelers are struggling with to provide more training material |
| Add examples and content to instructions | Educate labelers on common mistakes identified in review | Update the task instructions in the portal | Add examples of commonly mislabeled cases with explanations and guidance |
| Add explanations to difficult cases | Provide labelers with additional information on tricky cases | Select the desired case on the Centaur Portal, select the top icon on the right hand side, fill in desired content, select “Add Explanation” | Most helpful on cases with high difficulty → include information about explaining the correct answer |
Updated 3 months ago