Rethinking Dense Retrieval's Few-Shot Ability

Si Sun, Yida Lu, Shi Yu +6

Few-shot dense retrieval (DR) aims to effectively generalize to novel search scenarios by learning a few samples. Despite its importance, there is little study on specialized datas…