A multi-task learning-based framework that utilizes a combination of self-supervised and supervised pre-training tasks to learn a generic document representation. They design the network architecture and the pre-training tasks to incorporate the multi-modal document information across text, layout, and image dimensions and allow the network to work with multi-page documents.
What do you mean by multi-task learning?
Multi-task learning, on the other hand, is a machine learning approach in which we try to learn multiple tasks simultaneously, optimizing multiple loss functions at once. Rather than training independent models for each task, we allow a single model to learn to complete all of the tasks at once.
How does multi-task learning work?
Multi-task learning is a sub field of machine learning in which multiple tasks are simultaneously learned by a shared model. Such approaches offer advantages like improved data efficiency, reduced overfitting through shared representations, and fast learning by leveraging auxiliary information
What is a multi modal?
Multi modal machine learning aims to build models that can process and relate information from multiple modalities. It is a vibrant multi-disciplinary field of increasing importance and with extraordinary potential.
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The Spain–United States relations also referred to as the Spanish–American relations, refer to the diplomatic, social, economic and cultural relations between Spain and the United States.
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Georgia’s statement is the latest to begin the public debate over government gun-control laws. The Georgia house last month overwhelmingly returned this bill, which the legislature revised. This building then offered markups earlier this week, including the removal of the Senate provision that could decrease penalties for permit-holders caught holding the weapon on college campuses from a misdemeanor to a fine. The House brought its most new edition to a separate piece of legislation that could allow retired authorities to take firearms.
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A
Explanation: After consulting the ancient scrolls and using the index i found the answer.