The Truncation Blind Spot: How Decoding Strategies Systematically Exclude Human-Like Token Choices

Esteban Garces Arias, Nurzhan Sapargali, Christian Heumann +1

Why does machine-generated text remain detectable? We investigate a mechanistic explanation at the decoding stage: standard strategies such as top-$k$ and nucleus sampling restrict…