When Reranking Hurts: Uncertainty-Based Gating for Few-Shot Reranking

Orian Dabod, Amir DN Cohen, Gabriel Stanovsky

Few-shot selection typically assumes that reranking retrieved examples always improves performance. We challenge this view by identifying that the expensive reranking step can in f…