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List of Abbreviations MCMC Markov Chain Monte-Carlo MDLT Multi-Domain Long-Tailed Recognition MECE Mutually Exclusive and Collectively Exhaustive MI Mutual Information ML Machine Learning MSE Mean Squared Error MSP Maximum Softmax Probability MU Model Uncertainty NLG Natural Language Generation NLL Negative Log Likelihood NLP Natural Language Processing NN Neural Network OCR Optical Character Recognition OOD Out-of-Distribution PCC Pearson Correlation Coefficient PUQ Predictive Uncertainty Quantification RERM Regularized Empirical Risk Minimization ResNet Residual Network RPA Robotic Process Automation SaaS Software-as-a-service SNGP Spectral-normalized Neural Gaussian Process SOTA State-of-the-art STP Straight-Through-Processing TSR Table Structure Recognition xi |