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Monday, December 18, 2017

Visual Reasoning and Dialog

Its all about goal and establishing what is required to reach the goal.

Visual reasoning and dialog: Towards natural language conversations about visual data    Facebook Research by Kelly Berschauer

The broad objective of visual dialog research is to teach machines to have natural language conversations with humans about visual content. This emerging field brings together aspects of computer vision, natural language processing, and dialog systems research.

In general, dialog systems can have a spectrum of capabilities. On one end of the spectrum are task-driven chat bots you can talk to for a specific goal e.g., to book a flight. On the other end are chitchat bots that you can talk to about any topic but without a clear goal in mind. Visual dialog lies somewhere in between the two extremes. It is free-form dialog but the conversation is grounded in the content of a specific image..... " 

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