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Meaning Representation for Natural Language Understanding - Mariana Romanyshyn - ODSC Europe 2019
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- 1 Intro
- 2 Option 1: bag of words
- 3 syntactic parsing
- 4 semantic parsing
- 5 Lambda calculus
- 6 Semantic role labelling: PropBank
- 7 Semantic role labelling: AllenNLP
- 8 Abstract meaning representation
- 9 What is AMR?
- 10 AMR pros and cons
- 11 AMR notation
- 12 AMR examples: frames
- 13 AMR examples: modality
- 14 AMR parsing
- 15 Graph-based parsing
- 16 Transition-based parsing
- 17 AMR evaluation: smatch
- 18 Application of AMR
- 19 Natural Language Generation: example
- 20 Abstractive text summarization
