A generalised Product-of-Experts framework with a new 'probability of reordering' selection metric that reduces the number of LLM comparisons needed for ranking by about 50%.
Categorical data analysis
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Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge
A generalised Product-of-Experts framework with a new 'probability of reordering' selection metric that reduces the number of LLM comparisons needed for ranking by about 50%.