Natural Language Processing (2025-2026)

Topic outline

• General
  

  General

  • Announcements Forum
• Lecture1
  

  Lecture1

  • 1-NLP-Course-Intro.pdf File
  • 2-NLP-intro.pdf File
  • lab1a File
  • lab1b File
• Lecture 2
  

  Lecture 2

  • 3-N-gram_LM.pdf File
  • lab2a File
  • lab2b File
• Lecture 3
  

  Lecture 3

  • 4-perceptron.pdf File
  • lab3a File
  • lab3b File
  • 5-logistic regression.pdf File
  • lab3c File
• Lecture 4
  

  Lecture 4

  • lab4a File
  • 6-embeddings.pdf File
  • lab4b File
• Lecture 5
  

  Lecture 5

  • 7-Intro-to-NN.pdf File
  • lab5a File
  • lab5b File
• Lecture 6
  

  Lecture 6

  • 8-Sequence Modeling.pdf File
  • lab6a File
  • lab6b File
  • lab6c File
  • lab6d File
• Lecture 7
  

  Lecture 7

  • 9-Transformers and LLMs.pdf File
  • lab7 File
• Lecture 8
  

  Lecture 8

  • 10-MaskedLM.pdf File
  • lab8a File
  • lab8b File
  • lab8c File
• Lecture 9
  

  Lecture 9

  • 11-Fine-tuning-LLMs.pdf File
  • 12-QA-IR-and-RAG.pdf File
  • 13_Dialogue_May_6_2021.pdf File