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The TextbookQuestionAnswering (TQA) dataset is drawn from middle school science curricula as described in Are You Smarter Than A Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension. It consists of 1,076 lessons from Life Science, Earth Science and Physical Science textbooks downloaded from ck12.org. Each lesson has a set of multiple choice questions that address concepts taught in that lesson. TQA has a total of 26,260 questions including 12,567 that have an accompanying diagram.
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AI2D is a dataset of illustrative diagrams for research on diagram understanding and associated question answering.
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This dataset guides our research into unstructured video activity recogntion and commonsense reasoning for daily human activities. These videos of daily indoors activities were collected through Amazon Mechanical Turk.