Muchenxuan Tong's List: NN Language Model

Deep Learning in NLP （一）词向量和语言模型 | licstar的博客 1

May 09, 14

licstar.net/328 nlp nn
- 现在万事俱备，用随机梯度下降法把这个模型优化出来就可以了。需要注意的是，一般神经网络的输入层只是一个输入值，而在这里，输入层 x 也是参数（存在 C 中），也是需要优化的。优化结束之后，词向量有了，语言模型也有了。
MetaOptimize - Word representations for NLP 1

May 09, 14

metaoptimize.com/...wordreprs nlp nn code data
- This code and data are based upon Turian et al (ACL, 2010) "Word representations: A simple and general method for semi-supervised learning", which supercedes our earlier NIPS workshop paper. You can get an introduction to the methodology by watching the video of my workshop talk, but the results presented in that talk have been superceded.
Richard Socher - Improving Word Representations Via Global Context And Multiple Word Prototypes 2

May 09, 14

www.socher.org/...ntextAndMultipleWordPrototypes nlp nn code data
- Improving Word Representations Via Global Context And Multiple Word Prototypes
- Word Vectors and Code
Deep Learning, NLP, and Representations - colah's blog

Jul 08, 14

colah.github.io/...14-07-NLP-RNNs-Representations nlp deep-learning

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Updated on Dec 04, 14
Created on May 09, 14

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