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Course overview

Human Feedback at Scale

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1 · Human judgement at scale

1Designing human evaluations
2Agreement and disagreement among many raters
Exercise answers
- Answer: Measure and diagnose four raters
- Answer: Aggregate labels with Dawid–Skene
3Pairwise preferences and rankings

2 · Signals from real use

4Feedback from users
5Understanding usage at scale, privately

3 · Closing the loop with few labels

6Estimating quality from few labels
7Review queues and the dataset loop

CapstoneBuild a feedback system for a support assistant Reference implementation

Answers Lesson 2: Agreement and disagreement among many raters

Step-by-step answer

Core 75–90 min7 steps

Measure and diagnose four raters

Back to the exercise

Previous answerWrite, pilot and price a rating guideline Next answer Aggregate labels with Dawid–Skene

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