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IT4772E: Natural Language Processing - 2025 Spring Semester

Authors
  • avatar
    Name
    Minh N. Ta
    Twitter

💡 This post contains all the needed materials for hands-on labs and practical session for the course of Natural Language Processing at Hanoi University of Science and Technology.

Some notices about Hands-On Labs

  • A Google account with access to Google Colaboratory and/or a Python 3.x environment with Visual Studio Code.
  • Clone/Download the notebook to save to your Google Drive/local machine (DO NOT code and run directly on my notebook since it won't be saved after being closed).
  • Download and read all related materials for hands-on lab (along with some theoretical slides).
  • Don't hesitate to ask any related question about the lab during the session. For any other inquiries (about your capstone projects, personal projects, etc.), please contact me after the session or DM me in Microsoft Teams.
  • Be relax and active throughout the session.

Hands-On Lab and Materials

No.DateSession NameReferencesSlidesLabsSolutions*
117/3Syntactic Parsing
  • Lecture 4-5: Constitutional Parsing
  • Lecture 6: Probabilistic Parsing
SlideNotebookSolution
231/3Spam Filtering
  • Lecture 8: Spam Filtering
SlideNotebookSolution
3TBATBATBASlideNotebookSolution

*Solution will be published after the session ended.

Good luck and hope y'all enjoy the lab sessions. For any comments and contributions to my lab sessions, don't hesitate to fill this anonymous form. I really appreciate to your contributions.