39 citations · 307 across the 48 of their papers we have counts for
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cs.CL2015★ 29 cited
Topic2Vec: Learning Distributed Representations of Topics
Li-Qiang Niu, Xin-Yu Dai
Latent Dirichlet Allocation (LDA) mining thematic structure of documents plays an important role in nature language processing and machine learning areas. However, the probability…
cs.CL2015
Non-linear Learning for Statistical Machine Translation
Shujian Huang, Huadong Chen, Xinyu Dai +1
Modern statistical machine translation (SMT) systems usually use a linear combination of features to model the quality of each translation hypothesis. The linear combination assume…