SumRank: Aligning Summarization Models for Long-Document Listwise Reranking

Jincheng Feng, Wenhan Liu, Zhicheng Dou

Large Language Models (LLMs) have demonstrated superior performance in listwise passage reranking task. However, directly applying them to rank long-form documents introduces both…