Enhancing Dense Retrievers' Robustness with Group-level Reweighting

Peixuan Han, Zhenghao Liu, Zhiyuan Liu +1

The anchor-document data derived from web graphs offers a wealth of paired information for training dense retrieval models in an unsupervised manner. However, unsupervised data con…