Section outline

  • May 8th, Wednesday (10:30-12:30)

    Semantic parsing

    • Referential meaning and general semantics
    • Lexical semantics resources: WordNet and word senses
    • Word sense disambiguation
    • Semantic roles and thematic grid
    • Lexical semantic resources: PropBank and FrameNet
    • Semantic role labeling (SRL)
    • Neural algorithm for SRL
    • Argument selection and selectional restrictions
    • Referential meaning and meaning representations
    • Abstract meaning representation formalism (AMR)
    • Semantic parsing and transition-based approaches
    • Research papers

    References

    • Jurafsky and Martin, chapter 20
    • Slides from the lecture

    Resources