WhileoneofthefirststepsinmanyNLPsystemsisselectingwhatpre-trainedwordembeddingstouse,wearguethatsuchastepis betterleftforneuralnetworkstofigureout bythemselves.Tothatend,weintroduce dynamicmeta-embeddings,asimpleyeteffectivemethodforthesupervisedlear