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Arxiv
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A Statistical Framework for Ranking LLM-Based Chatbots
- A statistical framework is proposed for ranking LLM-based chatbots.
- The framework enhances the ability to handle ties in pairwise comparisons.
- It models covariance between competitors for deeper performance insights.
- The framework demonstrates substantial improvements in modeling pairwise comparison data.
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