Fracture Mechanics Method for Word Embedding Generation of Neural Probabilistic Linguistic Model

Abstract

Word embedding, a lexical vector representation generated via the neural linguistic model (NLM), is empirically demonstrated to be appropriate for improvement of the performance of traditional language model. However, the supreme dimensionality that is inherent in NLM contributes to the problems of hyperparameters and long-time training in modeling. Here… (More)
DOI: 10.1155/2016/3506261

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