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How difficult is matching images and text? – An investigation
(Multimodal) Commonsense Reasoning: Where are we and where could we go?
A Guide to State of the Art Object Detection for Multimodal NLP
Let’s evaluate with Macro F1: what can go wrong?
Adversarial Training

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Backbone Cascade CBNet commonsense knowledge commonsense reasoning Detection Embedding Network Image-Text Matching Layer-wise relevance propagation LRP Mask Multimodal Multimodality Natural Language Understanding Object R-CNN Visual Commonsense Reasoning YOLO

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