Assertion Partly supported AI assessment confidence: 85% certainty 4/5 debate potential 1/5

Angelopoulos: LMSYS controls for markdown and lists in Arena rankings

Anastasios Angelopoulos · In the Arena: How LMSys changed LLM Benchmarking Forever · Nov 1, 2024 · at 16:24

LMSYS researcher Anastasios Angelopoulos explains how the team adjusts model scores to remove the confounding effects of markdown and formatting styles.

0:00 / 0:08exact quote · 8.0s
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“We have, you know, five, six different style components that have to do with markdown headers and bulleted lists and so on that we add here.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

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