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Overview

Tasks

• analogical questions (efficient code written by Gäbor)
• word similarity: wordsim353, SimLex-999
• linear translation https://github.com/makrai/dinu15
• noise measurement (mapping between embeddings tained on the same corpus, Judit ACL16)
  • mapping
    • identity
    • orthogonal
    • (general) linear *freq weighting
    • in training
    • in evaluation

embedding formats

• word2vec
• GloVe
• gensim binary
• multi sense sdfgsdf