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Example Query Tasks
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Neural Nets for NLP 2017 - Neural Semantic Parsing
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- 1 Intro
- 2 Tree Structures of Syntax
- 3 Representations of Semantics
- 4 Meaning Representations
- 5 Example Special-purpose Representations
- 6 Example Query Tasks
- 7 A First Attempt: Sequence-to- sequence Models (Jia and Liang 2016)
- 8 A Better Attempt: Tree-based Parsing Models • Generate from top-down using hierarchical sequence- to-sequence model (Dong and Lapata 2016)
- 9 Meaning Representation Desiderata (Jurafsky and Martin 17.1)
- 10 First-order Logic
- 11 Abstract Meaning Representation (Banarescu et al. 2013)
- 12 Syntax-driven Semantic Parsing
- 13 CCG and CCG Parsing
- 14 Parsing to Graph Structures
- 15 Semantic Role Labeling (Gildea and Jurafsky 2002)
- 16 Neural Models for Semantic Role Labeling
