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The Case Against LLMs as Rerankers

calendar_today October 22, 2025 person domain voyage-ai

Authors: Apoorva Joshi, Zhenmei Shi, Akshay Goindani, Hong LiuResearch Leads: Zhenmei Shi, Akshay Goindani, Hong Liu Large language models are increasingly being used for a broad range of tasks, including reranking, but they may not be the optimal choice when considering practical constraints like cost, latency, and accuracy in production applications. In this blog post, […]

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