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Deutsch, Daniel, Bedrax-Weiss, Tania, Roth, Dan , year = · 2021 · Transactions of the Association for Computational Linguistics · DOI 10.1162/tacl_a_00397

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(Towards) Scalable Reliable Automated Evaluation with Large Language Models

cs.CL · 2026-07-30 · conditional · novelty 4.0

Multi-LLM pairwise Elo ranking with adjustable consensus thresholds produces rankings of competency profiles that average Spearman ρ≈0.83 with expert judgments.

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(Towards) Scalable Reliable Automated Evaluation with Large Language Models cs.CL · 2026-07-30 · conditional · none · ref 28
Multi-LLM pairwise Elo ranking with adjustable consensus thresholds produces rankings of competency profiles that average Spearman ρ≈0.83 with expert judgments.

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