Amharic Text Normalization with Sequence-to-Sequence Models. Counterfactual Regularization for Model-Based Reinforcement Learning. Mixup Inference: Better Exploiting Mixup to Defend Adversarial Attacks. Pitfalls of In-Domain Uncertainty Estimation and Ensembling in Deep Learning. Reflection-based Word Attribute Transfer. Consistent Meta-Reinforceme …