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ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention
Textbook Question Answering is a complex task in the intersection of Machine Comprehension and Visual Question Answering that requires reasoning with multimodal information from text and diagrams.
Look, Read and Enrich. Learning from Scientific Figures and their Captions
Compared to natural images, understanding scientific figures is particularly hard for machines.
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