Negative Sampling

Negative Sampling

2020/07/25

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https://pixabay.com/zh/photos/on-the-street-road-street-space-2713688/

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References

◎ 英文

Word2Vec Tutorial Part 2 - Negative Sampling · Chris McCormick
http://mccormickml.com/2017/01/11/word2vec-tutorial-part-2-negative-sampling/

NLP 102: Negative Sampling and GloVe | by Ria Kulshrestha | Towards Data Science
https://towardsdatascience.com/nlp-101-negative-sampling-and-glove-936c88f3bc68

Learning Word Embedding
https://lilianweng.github.io/lil-log/2017/10/15/learning-word-embedding.html

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◎ 簡中

word2vec原理(三) 基于Negative Sampling的模型 - 刘建平Pinard - 博客园
https://www.cnblogs.com/pinard/p/7249903.html

Negative Sampling - 知乎
https://zhuanlan.zhihu.com/p/56106590

Word2Vec教程（2）- Negative Sampling_郑哲东的博客-CSDN博客_word2vec negtive
https://blog.csdn.net/Layumi1993/article/details/72868399

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◎ 繁中

NLP 筆記 – Negative Sampling – Python5566
https://python5566.wordpress.com/2018/03/17/nlp-%E7%AD%86%E8%A8%98-negative-sampling/comment-page-1/

讓電腦聽懂人話: 直觀理解 Word2Vec 模型. Word2Vec 是 Google 於 2013 年由 Tomas… | by TengYuan Chang | Medium
https://medium.com/@tengyuanchang/%E8%AE%93%E9%9B%BB%E8%85%A6%E8%81%BD%E6%87%82%E4%BA%BA%E8%A9%B1-%E7%90%86%E8%A7%A3-nlp-%E9%87%8D%E8%A6%81%E6%8A%80%E8%A1%93-word2vec-%E7%9A%84-skip-gram-%E6%A8%A1%E5%9E%8B-73d0239ad698

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