一作SIGIR 2026Poster· Information Retrieval (Short)
PrepRet: Automated Data Preparation Pipeline Selection for Neural Retrieval
Jing Chang · Chang Liu
摘要
Neural retrieval models typically rely on fixed, hand-crafted preprocessing pipelines designed independently of the retrieval task, leading to suboptimal performance that varies across datasets and architectures. We propose PrepRet, a framework that jointly optimizes preprocessing pipeline select...