作者位次 #2/4ICML 2026Poster· Deep Learning / Large Language Models
Beyond Temperature: Hyperfitting as a Late-Stage Geometric Expansion
Meimingwei Li · Yuanhao Ding · Esteban Garces Arias · Christian Heumann
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Meimingwei Li · Yuanhao Ding · Esteban Garces Arias · Christian Heumann
Yuanhao Ding · Meimingwei Li · Esteban Garces Arias · Matthias Aßenmacher · Christian Heumann · Chongsheng Zhang
The quality of text generated by large language models depends critically on the decoding sampling strategy. While mainstream methods such as Top- k , Top- p , and Min- p achieve a balance between diversity and accuracy through probability-space truncation, they share an inherent limitation: extr...