LLM-as-a-Judge: automated evaluation of search query parsing using large language models

IntroductionThe adoption of Large Language Models (LLMs) in search systems necessitates new evaluation methodologies beyond traditional rule-based or manual approaches.MethodsWe propose a general framework for evaluating structured outputs using LLMs, focusing on search query parsing within an onlin...

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Главные авторы:	Mehmet Selman Baysan, Serkan Uysal, İrem İşlek, Çağla Çığ Karaman, Tunga Güngör
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Frontiers Media S.A. 2025-07-01
Серии:	Frontiers in Big Data
Предметы:	LLM-as-a-Judge structured output evaluation search query parsing large language models evaluation framework generative search
Online-ссылка:	https://www.frontiersin.org/articles/10.3389/fdata.2025.1611389/full
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