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Word embeddings

Practice & homework

The practice for this week takes place in notebooks. Just open them and follow instructions from there.

  • Seminar: ./seminar.ipynb
  • Homework: ./homework.ipynb

Unless explicitly said otherwise, all subsequent weeks follow the same pattern (notebook with instructions).

If you have any difficulties with notebooks, just open them in Open In Colab.

Lecture-blog, research thinking exercises, related papers and fun:

lecture_preview

Take a walk through space... Semantic Space!

embedding_space_walk

More materials (optional)

  • On hierarchical & sampled softmax estimation for word2vec page
  • GloVe project page
  • FastText project repo
  • Another cool link that you could have shared, but decided to hesitate. Or did you?