NLP之WE之CBOW&Skip-Gram:CBOW&Skip-Gram算法概念相关论文、原理配图、关键步骤之详细攻略

CBOW&Skip-Gram算法相关论文

NLP之WE之CBOW&Skip-Gram:CBOW&Skip-Gram算法概念相关论文、原理配图、关键步骤之详细攻略

CBOW 模型和Skip-Gram 模型,参考论文《Efficient Estimation of Word Representations in Vector Space》

论文地址https://arxiv.org/pdf/1301.3781.pdf


CBOW&Skip-Gram算法原理配图对比

NLP之WE之CBOW&Skip-Gram:CBOW&Skip-Gram算法概念相关论文、原理配图、关键步骤之详细攻略

1、CBOW模型之用一个单词预测一个单词

NLP之WE之CBOW&Skip-Gram:CBOW&Skip-Gram算法概念相关论文、原理配图、关键步骤之详细攻略


2、CBOW模型之用多个单词预测一个单词

NLP之WE之CBOW&Skip-Gram:CBOW&Skip-Gram算法概念相关论文、原理配图、关键步骤之详细攻略


3、选取噪声词进行分类的CBOW模型

NLP之WE之CBOW&Skip-Gram:CBOW&Skip-Gram算法概念相关论文、原理配图、关键步骤之详细攻略

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