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20242026
most citedA Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond

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cs.IR2025

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…