Omkar2118/datasets huggingface dataset:
MultiWOZ
Full name: Multi-domain Wizard-of-Oz

The **Multi-domain Wizard-of-Oz** (**MultiWOZ**) dataset is a large-scale human-human conversational corpus spanning over seven domains, containing 8438 multi-turn dialogues, with each dialogue averaging 14 turns. Different from existing standard datasets like WOZ and DSTC2, which contain less than 10 slots and only a few hundred values, MultiWOZ has 30 (domain, slot) pairs and over 4,500 possible values. The dialogues span seven domains: restaurant, hotel, attraction, taxi, train, hospital and police.

Source: [Contents](https://arxiv.org/abs/1905.07687)

Image Source: [Zhang et al](https://www.researchgate.net/figure/Example-of-the-difference-between-dialogue-state-annotation-in-MultiWOZ-21-and-MultiWOZ_fig2_343022084)

Introducing paper: MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling