Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models

Baharan Nouriinanloo, Maxime Lamothe

Large Language Models (LLMs) have been revolutionizing a myriad of natural language processing tasks with their diverse zero-shot capabilities. Indeed, existing work has shown that…