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LLMs as Judges: A Comprehensive Survey on LLM-Based Evaluation Methods

Deep Papers

CHAPTER

Navigating the Complexities of Evaluating AI Systems

This chapter explores the complexities of assessing AI systems, focusing on the need for criteria aligned with stakeholder goals. It addresses challenges like bias and scalability, while showcasing the importance of human-AI collaboration and practical examples of effective evaluation methods.

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