Efficient Text Classification with Conformal In-Context Learning

Ippokratis Pantelidis, Korbinian Randl, Aron Henriksson

Large Language Models (LLMs) demonstrate strong in-context learning abilities, yet their effectiveness in text classification depends heavily on prompt design and incurs substantia…