2025
CoRanking: Collaborative Ranking with Small and Large Ranking Agents
EMNLP 2025
Listwise ranking based on Large Language Models (LLMs) has achieved state-of-the-art performance in Information Retrieval (IR).However, their effectiveness often depends on LLMs with massive parameter scales and computationally expensive sliding window processing, leading to substantial efficiency b