## Structure of the Data

Each dialogue is represented as a json object with the following fields:

*   **dialogue\_id** - A unique identifier for a dialogue.
*   **turns** - A list of annotated agent and user utterance pairs having the
    following fields:
    *   **system\_acts** - A list of system actions. An action consists of an
        action type, and optional slot and value arguments. Each action has the
        following fields:
        *   **type** - An action type. Possible values are listed below.
        *   **slot** - Optional slot argument.
        *   **value** - Optional value argument. If value is present, slot must
            be present.
    *   **system\_utterance** - The system utterance having the following
        fields.
        *   **text** - The text of the utterance.
        *   **tokens** - A list containing tokenized version of text.
        *   **slots** - A list containing locations of mentions of values
            corresponding to slots in the utterance, having the following
            fields:
            *   **slot** - The name of the slot
            *   **start** - The index of the first token corresponding to a slot
                value in the tokens list.
            *   **exclusive\_end** - The index of the token succeeding the last
                token corresponding to the slot value in the tokens list. In
                python, `tokens[start:exclusive_end]` gives the tokens for slot
                value.
    *   **user\_acts** - A list of user actions. Has the same structure as
        system\_acts.
    *   **user\_utterance** - The user utterance. It has three fields, similar
        to system\_utterance.
    *   **user_intents** - A list of user intents specified in the current turn.
        Possible values are listed below.
    *   **dialogue\_state** - Contains the preferences for the different slots
        as specified by the user upto the current turn of the dialogue.
        Represented as a list containing:
        *   **slot** - The name of the slot.
        *   **value** - The value assigned to the slot.

The list of action types is inspired from the Cambridge dialogue act schema
([DSTC2 Handbook](http://camdial.org/~mh521/dstc/downloads/handbook.pdf), Pg 19)
. The possible values are:

*   AFFIRM
*   CANT\_UNDERSTAND
*   CONFIRM
*   INFORM
*   GOOD\_BYE
*   GREETING
*   NEGATE
*   OTHER
*   NOTIFY\_FAILURE
*   NOTIFY\_SUCCESS
*   OFFER
*   REQUEST
*   REQUEST\_ALTS
*   SELECT
*   THANK\_YOU

The possible values of user intents are:

*   BUY\_MOVIE\_TICKETS