LLM-as-a-Judge Techniques Quiz

5 questions • Pass: 70% • +25 pts

Quiz covering GenAI Evaluation

LLM-as-a-Judge Techniques Quiz

5 questions | Pass: 70% | Earn 25 points

Questions in this quiz

A preview of the 5 questions covered. Start the quiz above to answer them, check your score, and read the explanations.

  1. 1

    What is the primary purpose of using an 'LLM-as-a-Judge' in a GenAI evaluation pipeline?

  2. 2

    When designing a prompt for an LLM-as-a-Judge, which technique is most effective at reducing positional bias (the tendency for the judge to prefer the first option)?

  3. 3

    Which of the following describes the 'Self-Preference Bias' in LLM-as-a-Judge evaluation?

  4. 4

    Why is it recommended to include a 'Chain-of-Thought' (CoT) component in the judge's system prompt?

  5. 5

    When calibrating a Judge LLM, how can you quantitatively validate its performance against human gold-standard labels?