A dialogue system and a vehicle having the same is provided. The dialogue system may recognize the user's speech, which is transmitted from the speech input device, as a text, derive user labeling context information after verifying an entity of the text, store the user labeling context information in the type to share an entity ontology with other user, and generate a dialogue response to perform an action corresponding when a user performs a free utterance or a designated entity utterance.