The convergence of domains and intelligent systems
Wednesday, November 25, 2015
word2vec tutorials and references
This is a nice way to get exposed to word2vec and to reduce the number of tabs in my browser:-)
References
Reference Type
Making sense of word2vec tutorial
Blog
Insights on word2vec
Blog
word2vec Explained
Paper
word2vec an Introduction
Blog
Word2Vec Tutorial Part I: The Skip-Gram Model
Blog
Word2Vec Tutorial Part II: The Continuous Bag-of-Words Model
Blog
Evaluation methods for unsupervised word embeddings
Paper
Improving Topic Models with Latent Feature Word Representations
Paper
Deep Learning, NLP, and Representations
Blog
What Should I Know Before Taking On word2vec
Reddit Post
CS224d: Deep Learning for Natural Language Processing
Course
word2vec code
Code
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