Microblog sentiment analysis aims at discovering the users’ attitude of hot events. Difficulties of microblog sentiment analysis lie on the short length of text and lack of labeled corpora. Para2vec based on deep learning attracts people's attention recently and the low-dimensional paragraph vectors trained by para2vec get excellent results on sentiment analysis. But when applying it for sentim...

A quantitative method of monitoring neuromuscular blockade has been recently introduced. It has been suggested, when using mivacurium, that a standardized passage of time be used for induction. The purpose of this study was to determine whether a difference existed in intubating conditions when using mivacurium between a timed-dose technique and the ParaGraph (Vital Signs, Inc., Totowa, New Jer...

Topic model is an important approach for language model (LM) adaptation and has attracted research interest for a long time. Latent Dirichlet Allocation (LDA), which assumes generative Dirichlet distribution with bag-of-word features for hidden topics, has been widely used as the state-of-the-art topic model. Inspired by recent development of a new paradigm of distributed paragraph representati...