Contrastive Fine-tuning Improves Robustness for Neural Rankers

Xiaofei Ma, Cicero Nogueira dos Santos, Andrew O. Arnold

The performance of state-of-the-art neural rankers can deteriorate substantially when exposed to noisy inputs or applied to a new domain. In this paper, we present a novel method f…