Pairwise Preferences

topic on 1 show · 1 statements across 1 episodes

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Yan: Pairwise evaluation fails for objective metrics like factuality
“The reason why pairwise preferences cannot work is that if you give two things that are both factual or if you give two things that are both non-factual, you would say that one is better than the other, but it still doesn't meet the bar of being factual enough…”
Eugene Yan Sep 28, 2024 ▶ 49:36 [Paper Club] Who Validates the Validators? Aligning LLM-Judges with Humans (w/ Eugene Yan)

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