From Haystack to Needle: Label Space Reduction for Zero-shot Classification

Nathan Vandemoortele, Bram Steenwinckel, Femke Ongenae +1

We present Label Space Reduction (LSR), a novel method for improving zero-shot classification performance of Large Language Models (LLMs). LSR iteratively refines the classificatio…