Category Enhanced Word Embedding
arXiv: Computation and Language, Volume abs/1511.08629, 2015.
Distributed word representations have been demonstrated to be effective in capturing semantic and syntactic regularities. Unsupervised representation learning from large unlabeled corpora can learn similar representations for those words that present similar co-occurrence statistics. Besides local occurrence statistics, global topical inf...More
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