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(Towards) Scalable Reliable Automated Evaluation with Large Language Models

arXiv cs.CL · yesterday Cached

This paper proposes a scalable, domain-agnostic framework for automated LLM evaluation that uses pairwise comparisons by multiple LLMs and an Elo rating system to approximate expert judgments, reducing the need for human intervention.

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#elo-rating

Finding the Best Dog Treat with Statistics

Hacker News Top · 2026-06-22 Cached

Uses the Bradley-Terry model and Elo rating system to statistically determine a dog's favorite treat through pairwise comparison experiments.

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