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x List of Abbreviations DL Deep Learning DLA Document Layout Analysis DNN Deep Neural Network DocAI Document AI DocVQA Document Visual Question Answering DOD Document Object Detection DU Document Understanding DUDE Document UnderstanDing of Everything ECE Expected Calibration Error ELBO Evidence Lower Bound ERM Empirical Risk Minimization FasterRCNN Faster Region-based Convolutional Neural Network FP False Positives IA Intelligent Automation ICDAR International Conference on Document Analysis and Recognition IDP Intelligent Document Processing i.i.d. Independent and Identically Distributed IOB/IOBES Inside, Outside, Beginning / End, Single KD Knowledge Distillation KIE Key Information Extraction LLM Large Language Model MAP Maximum-a-Posteriori mAP Mean Average Precision MCD Monte Carlo Dropout |