MCRanker: Generating Diverse Criteria On-the-Fly to Improve Point-wise LLM Rankers

Fang Guo, Wenyu Li, Honglei Zhuang +5

The most recent pointwise Large Language Model (LLM) rankers have achieved remarkable ranking results. However, these rankers are hindered by two major drawbacks: (1) they fail to…