UMDSub at SemEval-2018 Task 2: Multilingual Emoji Prediction Multi-channel Convolutional Neural Network on Subword Embedding. UniMorph 2.0: Universal Morphology. Abstractive Text Summarization by Incorporating Reader Comments. Multi-task Learning of Pairwise Sequence Classification Tasks Over Disparate Label Spaces. From probabilistic graphical mod …