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Semantic Dependency Parsing

Identify semantic relationships between words in a text using a graph representation.

Papers

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Title	Date	Tasks	Status	Hype
GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks	Jun 1, 2019	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Semantics as a Foreign Language	Oct 1, 2018	Dependency ParsingMachine Translation	—Unverified	0
Simpler but More Accurate Semantic Dependency Parsing	Jul 3, 2018	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	0
Polyglot Semantic Role Labeling	May 29, 2018	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Backpropagating through Structured Argmax using a SPIGOT	May 12, 2018	Dependency ParsingReinforcement Learning	CodeCode Available	0
Learning Joint Semantic Parsers from Disjoint Data	Apr 17, 2018	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	0
Semantic Dependency Parsing via Book Embedding	Jul 1, 2017	Combinatorial OptimizationDependency Parsing	—Unverified	0
Parsing to 1-Endpoint-Crossing, Pagenumber-2 Graphs	Jul 1, 2017	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Deep Multitask Learning for Semantic Dependency Parsing	Apr 22, 2017	ARCDependency Parsing	CodeCode Available	0
SemEval-2016 Task 9: Chinese Semantic Dependency Parsing	Jun 1, 2016	Dependency ParsingSemantic Dependency Parsing	—Unverified	0

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