Assignments

• HW 0 available here, due 9/17!
• Project proposal template available here, due 10/6!

Schedule

Make sure to reload this page to ensure you're seeing the latest version. Readings should be done before watching the corresponding lecture videos. See this page for materials (videos / slides / reading) from the Spring 2023 offering.

Week 1 (9/3): introduction, language modeling

• • Course introduction // [video] // [notes]
  • No associated readings!
  • HW 0 released here, due 9/17
  • Final projects:
  • • organize into groups of 3-5 by 9/17
    • proposal due 10/6 on Gradescope, use this Overleaf template

Week 2 (9/7-10): language models, neural networks

• • Language modeling // [video] // [notes]
  • [reading] Jurafsky & Martin, 3.1-3.5 (language modeling)
  • [reading] Jurafsky & Martin, 7 (neural language models)
  • [S2024 video]


• • Neural language models // [video] // [notes]
  • [reading] Neural language models (Bengio 2003)
  • [S2024 video]