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Show Your Work with Confidence: Confidence Bands for Tuning Curves
April 15, 2024, 9:45 p.m. | Mike Young
DEV Community dev.to
This is a Plain English Papers summary of a research paper called Show Your Work with Confidence: Confidence Bands for Tuning Curves. If you like these kinds of analysis, you should subscribe to the AImodels.fyi newsletter or follow me on Twitter.
Overview
- Hyperparameters significantly impact the performance of natural language processing models
- It's often difficult to determine if a method is truly better or just better tuned
- Tuning curves address this ambiguity by plotting validation performance against the …
ai aimodels analysis beginners confidence datascience english impact language machinelearning natural natural language newsletter overview paper papers performance plain english papers research research paper show summary twitter work
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