BriefGPT.xyz
Jun, 2016
Word2Vec的高效并行学习
Efficient Parallel Learning of Word2Vec
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Jeroen B. P. Vuurens, Carsten Eickhoff, Arjen P. de Vries
TL;DR
提出了一种缓存策略，用于Word2Vec和其变种的并行学习，以提高其效率，并在降低准确性方面对多线程并行学习中的内存更新冲突进行了探讨。
Abstract
Since its introduction,
word2vec
and its variants are widely used to learn semantics-preserving representations of words or entities in an
embedding space
, which can be used to produce state-of-art results for va
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