CORDIS Project
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The IMAGINE project aims to enhance natural language generation by integrating world knowledge into machine learning models that connect vision and language. It focuses on improving reasoning tasks by leveraging large-scale knowledge bases to better understand and describe images.
Deep neural networks have caused lasting change in the fields of natural language processing and computer vision.
More recently, much effort has been directed towards devising machine learning models that bridge the gap between vision and language (V&L).
In IMAGINE, I propose to lead this even further and to integrate world knowledge into natural language generation models of V&L.
Such knowledge is easily taken for granted and is necessary to perform even simple human-like reasoning tasks.
For e…
UNIVERSITEIT VAN AMSTERDAM
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United States, NEW YORK
Type: University / higher education
Activity type: Higher or Secondary Education Establishments
SME: No
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