Evaluate LLM-based chatbots performance [Microsoft]
Episode 82 of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Evaluate LLM-based chatbots performance [Microsoft]" was published on April 21, 2025 and runs 8 minutes.
April 21, 2025 ·8m · Snacks Weekly on Data Science
Summary
In this episode, we will explore why evaluating LLM-based chatbots is critical for businesses, the limitations of traditional evaluation methods, and what could be a good robust evaluation framework covering both search performance and LLM-specific metrics. For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/data-science-at-microsoft/evaluating-llm-based-chatbots-a-comprehensive-guide-to-performance-metrics-9c2388556d3e
Episode Description
In this episode, we will explore why evaluating LLM-based chatbots is critical for businesses, the limitations of traditional evaluation methods, and what could be a good robust evaluation framework covering both search performance and LLM-specific metrics.
For more details, you can refer to their published tech blog, linked here for your reference: https://medium.com/data-science-at-microsoft/evaluating-llm-based-chatbots-a-comprehensive-guide-to-performance-metrics-9c2388556d3e
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