Before revision:  Through crowd-sourcing of this experimental task we collected and now open-source 14K dialogs (181K utterances) where users and assistants converse about various aspects related to geographic entities .
After revision:  Through crowd-sourcing of this experiment, we collect and release 14K dialogs (181K utterances) where users and assistants converse about various aspects related to geographic entities .