Sheppard Mullin Richter & Hampton LLP
Cluster-based word vector processing method, device, and apparatus
Embodiments of the present application disclose a cluster-based word vector processing method, apparatus, and device. Solutions are include: in a cluster having a server cluster and a worker computer cluster, in which each worker computer in the worker computer cluster separately reads some corpuses in parallel, extracts a word and context words of the word from the read corpuses, obtains corresponding word vectors from a server in the server cluster, and trains the corresponding word vectors, and the server cluster updates word vectors of same words that are stored before the training according to training results of one or more respective worker computers with respect to the word vectors of the same words.
Alibaba Group Holding Limited
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inventional additional inventional inventional
Xinxing Xiaolong Jun Shaosheng
Yang Li Zhou Cao