GistScore: Learning Better Representations for In-Context Example Selection with Gist Bottlenecks

Shivanshu Gupta, Clemens Rosenbaum, Ethan R. Elenberg

In-context Learning (ICL) is the ability of Large Language Models (LLMs) to perform new tasks when conditioned on prompts comprising a few task examples. However, ICL performance c…