Perturbation analysis of Large Language Models (LLM) [Microsoft]

An episode of the Snacks Weekly on Data Science podcast, hosted by Pan Wu, titled "Perturbation analysis of Large Language Models (LLM) [Microsoft]" was published on March 25, 2024 and runs 14 minutes.

March 25, 2024 ·14m · Snacks Weekly on Data Science

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Summary

Description: In this episode, we discuss how the data science team at Microsoft designed perturbation analysis to understand the Large Language Model’s performance on commonly seen tasks. Based on their published tech blog, with the link provided here for your reference: https://medium.com/data-science-at-microsoft/perturbation-analysis-and-llms-how-sensitive-are-llms-to-their-input-91a8407a971f

Episode Description

Description: In this episode, we discuss how the data science team at Microsoft designed perturbation analysis to understand the Large Language Model’s performance on commonly seen tasks.

Based on their published tech blog, with the link provided here for your reference:

https://medium.com/data-science-at-microsoft/perturbation-analysis-and-llms-how-sensitive-are-llms-to-their-input-91a8407a971f

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