Section outline

  • May 10th, Friday (10:30-12:30)

    Machine translation

    • Word ordering and V,S,O language classification
    • Word translation and word alignment relation
    • Statistical machine translation (SMT)
    • Translation model + language model
    • Neural machine translation (NMT): general idea
    • Encoder-decoder architecture (seq2seq): general idea

    Exercises

    • Arc-standard oracle

    References

    • Jurafsky and Martin, chapter 13
    • Slides from the lecture

    Resources