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Exposure bias Evaluation shows negative value #296

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Phuc3010 opened this issue Dec 30, 2024 · 1 comment
Open

Exposure bias Evaluation shows negative value #296

Phuc3010 opened this issue Dec 30, 2024 · 1 comment

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@Phuc3010
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Hi, I noticed that the ExAccErr (Error Accumulative Error) in MiniLLM’s exposure bias evaluation file is showing a negative value. Could this indicate a potential issue in the implementation, or is there another explanation for this behavior?

@t1101675
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t1101675 commented Jan 4, 2025

Hi! This is probablity because we compute ExAccErr using sampling to estimate the expectations. Therefore, the ExAccErr value may fluctuate to negative when it is close to 0.

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