The workshop will bring together experts in deep learning and natural language processing whose research focuses on learning with scarce data. Specifically, it will provide attendees with an overview of new and existing approaches from various disciplines, and enable them to distill principles that can be more generally applicable. We will also discuss the main challenges arising in this setting, and outline potential directions for future progress. The target audience consists of researchers and practitioners in related areas.
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