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  This dataset is based on the "cumulative" configuration of the MultiWoz 2.2 dataset available also on the [HuggingFace Hub](https://huggingface.co/datasets/multi_woz_v22). Therefore, the system and user utterances, the active intents, and the services are exactly the same.
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- In addition to the data present in version 2.2, this dataset contains, for each dialogue turn, the annotations from versions 2.1, 2.3, and 2.4.
 
 
 
 
 
 
 
 
 
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  This dataset is based on the "cumulative" configuration of the MultiWoz 2.2 dataset available also on the [HuggingFace Hub](https://huggingface.co/datasets/multi_woz_v22). Therefore, the system and user utterances, the active intents, and the services are exactly the same.
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+ In addition to the data present in version 2.2, this dataset contains, for each dialogue turn, the annotations from versions 2.1, 2.3, and 2.4.
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+ NOTE:
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+ - Each dialogue turn is composed of a system utterance and a user utterance, in this exact order
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+ - The initial system utterance is filled in with the `none` string
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+ - In the last dialogue turn is always the system that greets the user; this last turn is kept and the user utterance is filled in with the `none` string (usually during evaluation this dialogue turn is not considered)