GloVe

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Discuss GloVe, share insights about co-occurrence ratios, and explore further resources.

Discussion starters

  • ▸What surprised you most about the ratio insight?
  • ▸How would you explain the derivation to someone who hasn't taken linear algebra?
  • ▸Try the RatioExplorer with different word pairs. What interesting patterns did you find?
  • ▸Compare GloVe and Word2Vec embeddings on the same corpus. When do they agree? When do they differ?
  • ▸Did you try training with different hyperparameters? What happened when you changed the window size or alpha?
  • ▸The derivation predicted that biases encode frequency. Were you convinced before seeing the scatter plot in Chapter 6?
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