IGC thus falls on a continuum between chit-chat (open-ended) and goal-oriented task-completion dialog systems, where the visual context in IGC naturally serves as a detailed topic for a conversation.
we define idf(h, D) = log |D| |{d∈D:h∈d}| , where we set N =10 to cut short each N-best list.