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Oct, 2023
MILL:零-shot 查询扩展的大语言模型相互验证
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion
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Pengyue Jia, Yiding Liu, Xiangyu Zhao, Xiaopeng Li, Changying Hao...
TL;DR
本研究提出了一种基于大型语言模型的互相验证框架,用于查询扩展,通过检索和生成的文件相互补充来改善查询扩展的效果,并在三个信息检索数据集上进行了大量实验证实,结果显示我们的方法明显优于其他对照组。
Abstract
query expansion
is a commonly-used technique in many
search systems
to better represent users' information needs with additional query terms. Existing studies for this task usually propose to expand a query with
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