Deriving continous grounded meaning representations from referentially structured multimodal contexts

EMNLP 2017 Sina Zarrie{\ss}David Schlangen

Corpora of referring expressions paired with their visual referents are a good source for learning word meanings directly grounded in visual representations. Here, we explore additional ways of extracting from them word representations linked to multi-modal context: through expressions that refer to the same object, and through expressions that refer to different objects in the same scene... (read more)

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