MultiWOZ

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 Image Source: Zhang et al

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벤치마크

Data-to-Text Generation on MULTIWOZ 2.1 결과 10개

End-To-End Dialogue Modelling on MULTIWOZ 2.0 결과 6개

Dialogue State Tracking on MULTIWOZ 2.1 결과 4개

End-To-End Dialogue Modelling on MULTIWOZ 2.1 결과 4개

Dialogue State Tracking on MULTIWOZ 2.2 결과 3개

Task-Oriented Dialogue Systems on MULTIWOZ 2.0 결과 2개

Intent Detection on MULTIWOZ 2.2 결과 1개

Slot Filling on MULTIWOZ 2.2 결과 1개