Judge an LLM Judge: A Dual-Layer Evaluation Framework for Continuous Improvement of LLM Evaluation

TLDR

This article explains the concept and the low-abstraction implementation of employing an LLM judge to evaluate another LLM judge. The purpose is to improve the evaluation process of LLM applications, reducing cases where LLM judges fail to make fair assessments.

Table of Contents

• Introduction
• Research Question
• Experiment Design
• Implementation
• Experiment Results
• Conclusions

Tags: AI Llm Llm Evaluation Machine Learning Python

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