Section outline

  • May 7th, Thursday (10:30-12:30)

    Retrieval-Augmented Generation

    • Introduction to RAG
    • Neural information retrieval
    • Cross-encoder
    • Bi-encoder
    • ColBERT
    • Generation
    • Advanced RAG methods
    • Datasets
    • Evaluation

    Part-of-speech tagging

    • Part-of-speech (PoS) and part-of-speech tagging
    • Evaluation

    Hidden Markov models

    • Structured prediction problems

    References

    • Jurafsky and Martin, chapter 11
    • Jurafsky and Martin, chapter 17
    • Slides from lecture

    Resources