100 Best Word Embedding Videos


Notes:

  • Distributional semantic model
  • Distributed representation
  • Neural word embedding
  • Semantic vector space
  • Vector space model
  • Word vectors

Resources:

  • eigenwords .. eigenword resource page
  • gensim .. easy to build prototypes with various models
  • glove .. an unsupervised learning algorithm for obtaining vector representations for words
  • tensorflow word2vec tutorial .. used for learning vector representations of words, called “word embeddings”
  • word2vec .. an implementation of the continuous bag-of-words (cbow) and the skip-gram model (sg)
  • word2vec in java .. neural word embeddings in java and scala
  • wordvectors.org .. you can upload the filtered vectors

Wikipedia:

See also:

100 Best Word2vec Videos | Word2vec & Dialog Systems 2016


[70x Dec 2017]