... (hereinafteraccuracy), including top-1 accuracy, top-2 accu-racy, and top-3 accuracy. The top-N accuracy rep-resents the percentage of correct abbreviations thatare covered, if we take the top N candidates ... Therefore, to ap-proach closer to the global optimal point, it isrecommended to perform multiple experiments onDPLVMs with random initialization and then se-lect a good start point. To reduce ... have at-tempted to model the generation processes of ab-breviations: e.g., inferring the abbreviating mech-anism of the hidden markov model into HMM.An obvious approach is to manually designrules...