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LLM As A JudgeLLM-as-a-Judge: Example of How To Build a Custom Evaluator Using a Benchmark Dataset
When To Build Custom Evaluators Arize-Phoenix ships with pre-built evaluators that are tested against benchmark datasets and tuned for repeatability. They’re a fast way to stand up rigorous… Sanjana Yeddula August 12, 2025 2 min read -
LLM As A JudgeLLMs as Judges: A Comprehensive Survey on LLM-Based Evaluation Methods
We discuss a major survey of the LLMs-as-Judges paradigm: “LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods.” This paper systematically examines the LLMs-as-Judge framework across five dimensions: functionality,… Sarah Welsh December 23, 2024 3 min read -
LLM As A JudgeAgent-as-a-Judge: Evaluate Agents with Agents
This week we dive into a paper that presents the “Agent-as-a-Judge” framework, a new paradigm for evaluating agent systems. Where typical AI agent evaluation methods focus solely on… Sarah Welsh November 22, 2024 4 min read -
LLM As A JudgeTracing and Evaluating LangGraph Agents
LangGraph is a powerful library designed for building stateful, multi-actor applications within large language models (LLMs). In this post, we’ll discuss how LangGraph’s traces can be ingested into… Greg Chase October 16, 2024 6 min read -
LLM As A JudgeBest Practices for Selecting the Right Model for LLM-as-a-Judge Evaluations
When building and scaling LLM-based applications, ensuring model performance is critical. One powerful method for evaluating that performance is using an LLM as a judge. This allows you… Samantha White September 30, 2024 5 min read -
LLM As A JudgeJudging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Introduction This week’s paper presents a comprehensive study of the performance of various LLMs acting as judges. The researchers leverage TriviaQA as a benchmark for assessing objective knowledge… Sarah Welsh August 16, 2024 40 min read -
LLM As A JudgeText To SQL: Evaluating SQL Generation with LLM as a Judge
Special shoutout to Manas Singh for collaborating with us on this research! One application of LLMs that has garnered headlines and significant investment surrounds their ability to generate… Aparna Dhinakaran Evan Jolley August 1, 2024 4 min read
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