Ask No More: Deciding when to guess in referential visual dialogue

COLING 2018 Ravi ShekharTim BaumgartnerAashish VenkateshElia BruniRaffaella BernardiRaquel Fernandez

Our goal is to explore how the abilities brought in by a dialogue manager can be included in end-to-end visually grounded conversational agents. We make initial steps towards this general goal by augmenting a task-oriented visual dialogue model with a decision-making component that decides whether to ask a follow-up question to identify a target referent in an image, or to stop the conversation to make a guess... (read more)

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