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Jul, 2017
通过子词参数重建词向量嵌入
Reconstruction of Word Embeddings from Sub-Word Parameters
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Karl Stratos
TL;DR
该研究提出了在子词素水平上进行操作以从预先训练的词嵌入中受益的方法,并报告了在词相似性、词类别标注等任务上的有趣结果。
Abstract
pre-trained word embeddings
improve the performance of a
neural model
at the cost of increasing the model size. We propose to benefit from this resource without paying the cost by operating strictly at the
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