Position Bias

Writing the LLM-as-judge prompt for an eval pipeline: name three biases to design against and one mitigation each.

Where in a long prompt should you place the most critical context: at the start, the middle, or the end?

What is the standard mitigation for position bias in pairwise LLM-judge evaluation?

What is position bias in pairwise LLM-judge evaluation?

Which statements correctly describe the benefits and limitations of a panel of judges eval setup?

Which of these are valid concerns when using LLM-as-judge for evaluation?