RESTAURANTS-8K is a new challenging data set of 8,198 utterances, compiled from actual conversations in the restaurant booking domain. The dataset is proposed by the acl 2020 work [Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations](https://arxiv.org/abs/2005.08866).