FloDial (Flowchart Grounded Dialogs Dataset)

Introduced by Raghu et al. in End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs

Flowchart Grounded Dialog Dataset (FloDial) is a corpus of troubleshooting dialogs between a user and an agent collected using Amazon Mechanical Turk. The dataset is accompanied with two knowledge sources over which the dialogs are grounded: (1) a set of troubleshooting flowcharts and (2) a set of FAQs which contains supplementary information about the domain not present in the flowchart. FloDial consists of 2,738 dialogs grounded on 12 different troubleshooting flowcharts.

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