Data Science x AI EP2 -Evaluate Accuracy

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StellaxAmy

StellaxAmy

原《数据女孩的中年危机》播客改名升级! 每期邀请一位朋友,讲述中文世界故事、华人故事。和我们一起倾听自定义人生。
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原《数据女孩的中年危机》播客改名升级! 各大播客平台同步更新。 每期邀请一位朋友,讲述中文世界故事、华人故事。和我们一起倾听自定义人生。 stellaxamy@gmail.com
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Series “Evaluate LLM-powered Products” EP2!


In this episode, I share what “accuracy” really means when it comes to LLMs and AI-powered products. We explore why traditional metrics like BLEU and ROUGE often fall short, how LLM-as-a-judge methods work, and why multi-turn conversations are especially tricky to evaluate. I also share practical tips, rubrics, and personal lessons learned from my own experiments.


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