Label Set Optimization via Activation Distribution Kurtosis for Zero-shot Classification with Generative Models

Yue Li, Zhixue Zhao, Carolina Scarton

In-context learning (ICL) performance is highly sensitive to prompt design, yet the impact of class label options (e.g. lexicon or order) in zero-shot classification remains undere…