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Notice: Hotel names, flight information, and vacation packages are fictitious and any resemblance to actual hotel names or vacation packages is coincidental. Use at your own risk.
We provide the Frames dialogues in JSON format. Each dialogue has five main fields: user_id, wizard_id, id, userSurveyRating and turns. More details on these fields can be found in the paper.
These are some of the important fields in the Frames dataset, however, we do encourage you to go over the paper for further description of the various fields in the dataset.
|id||Refers to a unique identification for the dialogue.|
|user_id||Refers to a unique identifier for the user taking part in the dialogue.|
|wizard_id||Refers to a unique identifier for the wizard taking part in the dialogue.|
|userSurveyRating||A value that represents the user's satisfaction with the Wizard's service, ranging from 1 - complete dissatisfaction to 5 - complete satisfaction.|
|wizardSurveyTaskSuccessful||A boolean which is true if the wizard thinks at the end of the dialogue that the user's goal was achieved.|
The author of the message in a dialogue. i.e.
The sentence that the author uttered. It is the exact text that the author of a turn said. E.g.
JSON object which has three keys:
|timestamp||Unix timestamp denoting the time at which the current turn occurred.|
List of frames up to the current turn. Each frame has the following keys:
It can only occur during a wizard's turn. It is a list of search queries made by the wizard with
associated list of search results.
|frame_id||Id of the frame.|
|frame_parent_id||Id of the parent frame.|
|requests, binary_questions, compare_requests||
REJECTED a boolean value expressing if the user negated or affirmed an offer made by the wizard.
MOREINFO a boolean value expressing whether the user wants to know more about the frame in question
Code to reproduce the evaluation of the frame-tracking model in A Frame Tracking Model for Memory-Enhanced Dialogue Systems: