Omkar2118/datasets huggingface dataset:
FewDR

**FewDR** is a dataset for Few-shot dense retrieval (DR). FewDR aims to effectively generalize to novel search scenarios by learning a few samples. Specifically, FewDR employs class-wise sampling to establish a standardized "few-shot" setting with finely-defined classes, reducing variability in multiple sampling rounds.

Source: [Rethinking Dense Retrieval's Few-Shot Ability](https://arxiv.org/pdf/2304.05845v1.pdf)

Image Source: [Rethinking Dense Retrieval's Few-Shot Ability](https://arxiv.org/pdf/2304.05845v1.pdf)

Introducing paper: Rethinking Dense Retrieval's Few-Shot Ability