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most citedTowards Acyclic Preference Evaluation of Language Models via Multiple Evaluators

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cs.LG2023

How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking

Zhengyu Hu, Jieyu Zhang, Yue Yu +2

This paper presents LEMR (Label-Efficient Model Ranking) and introduces the MoraBench Benchmark. LEMR is a novel framework that minimizes the need for costly annotations in model s…