Week 4: Distributional Similarity and Word Embeddings

This review will guide you through an adaptive, research-backed study session. As you answer questions, we will actively assess your current understanding of the material. Questions will continue to be drawn until you have demonstrated mastery of each learning objective.

Reviews are graded based on completion. You will receive full credit for achieving 100% mastery or answering all questions.

Learning objectives for this review:

  • Explain count-based methods for distributional similarity.
  • Analyze the effectiveness of word embeddings in NLP tasks.