Evaluating the Effectiveness of LLM-Evaluators (aka LLM-as-Judge)
Read OriginalThis article analyzes the effectiveness of using Large Language Models (LLMs) as evaluators to judge the quality of other LLM outputs. It reviews key considerations, prompting techniques, alignment methods, and the debate around LLM-evaluators, drawing from two dozen research papers. It's a technical guide for practitioners considering this scalable alternative to human evaluation.
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