Episode 7: There Are Now 15 Competing Evaluation Metrics (ft. Dr. Jeremy Kahn). December 12, 2022
Mystery AI Hype Theater 3000
How to Evaluate Natural Language Processing in Large Language Models
Emily: Let's do it. Jeremy, you want to lead us in this? So this is a giant paper from Percy Liang and a bunch of other people. A lot of people think there are 50 authors on this paper. They've taken I think 12 or 15 different tasks. And then they tried to apply them all the way across into 12 for 15 different metrics. This is totally crazy. We need to develop one universal standard that covers everyone’s use cases. Emily: Now we have 15 competing standards for how to evaluate natural language processing. Especially in these large language models.
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