Meaning Representation for Natural Language Understanding - Mariana Romanyshyn - ODSC Europe 2019

Meaning Representation for Natural Language Understanding - Mariana Romanyshyn - ODSC Europe 2019

Open Data Science via YouTube Direct link

Application of AMR

18 of 20

18 of 20

Application of AMR

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

Meaning Representation for Natural Language Understanding - Mariana Romanyshyn - ODSC Europe 2019

Automatically move to the next video in the Classroom when playback concludes

  1. 1 Intro
  2. 2 Option 1: bag of words
  3. 3 syntactic parsing
  4. 4 semantic parsing
  5. 5 Lambda calculus
  6. 6 Semantic role labelling: PropBank
  7. 7 Semantic role labelling: AllenNLP
  8. 8 Abstract meaning representation
  9. 9 What is AMR?
  10. 10 AMR pros and cons
  11. 11 AMR notation
  12. 12 AMR examples: frames
  13. 13 AMR examples: modality
  14. 14 AMR parsing
  15. 15 Graph-based parsing
  16. 16 Transition-based parsing
  17. 17 AMR evaluation: smatch
  18. 18 Application of AMR
  19. 19 Natural Language Generation: example
  20. 20 Abstractive text summarization

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.