Section outline

  • March 10th, Monday (16:30-18:30)

    Words and meaning

    • Training
    • Practical issues
    • FastText and GloVe
    • Semantic properties of neural word embeddings
    • Evaluation
    • Cross-lingual word embeddings
    • Research papers

    Language models

    • Language modeling: word prediction and sentence distribution
    • Language modeling applications
    • Relative frequency estimation
    • N-gram model

    References

    • Jurafsky and Martin, chapter 6
    • Jurafsky and Martin, chapter 3

    Resources