TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy

Yiqun Chen, Qi Liu, Yi Zhang +6

Large Language Models (LLMs) are increasingly employed in zero-shot documents ranking, yielding commendable results. However, several significant challenges still persist in LLMs f…