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Visually-Grounded Interaction and Language (ViGIL)

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NIPS 2017 Workshop, Long Beach, California, USA

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raw text

Visually-Grounded Interaction and Language (ViGIL) Visually-Grounded Interaction and Language (ViGIL) NIPS 2017 Workshop, Long Beach, California, USA Hall 101B, Friday, December 8th, 08:00 AM — 06:30 PM Vigil Sessions 2019: [Vigil2019] 2018: [Vigil2018] Introduction Everyday interactions require a common understanding of language, i.e. for people to communicate effectively, words (for example ‘cat’) should invoke similar beliefs over physical concepts (what cats look like, the sounds they make, how they behave, what their skin feels like etc.). However, how this ‘common understanding’ emerges is still unclear. One appealing hypothesis is that language is tied to how we interact with the environment. As a result, meaning emerges by ‘grounding’ language in modalities in our environment (images, sounds, actions, etc.). Recent concurrent works in machine learning have focused on bridging visual and natural language understanding through visually-grounded ...

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