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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	Score
N-LTP: An Open-source Neural Language Technology Platform for Chinese	Sep 24, 2020	Chinese Word SegmentationDependency Parsing	CodeCode Available	3	5
Automated Concatenation of Embeddings for Structured Prediction	Oct 10, 2020	Aspect ExtractionChunking	CodeCode Available	1	5
Second-Order Semantic Dependency Parsing with End-to-End Neural Networks	Jun 19, 2019	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	1	5
Transition-based Semantic Dependency Parsing with Pointer Networks	May 27, 2020	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	1	5
Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders	Jul 1, 2020	ARCDecoder	CodeCode Available	1	5
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference	Apr 7, 2022	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	0	5
Auxiliary Tasks to Boost Biaffine Semantic Dependency Parsing	Feb 12, 2024	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	0	5
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies	Jun 4, 2019	Dependency ParsingMulti-Task Learning	CodeCode Available	0	5
Deep Multitask Learning for Semantic Dependency Parsing	Apr 22, 2017	ARCDependency Parsing	CodeCode Available	0	5
Backpropagating through Structured Argmax using a SPIGOT	May 12, 2018	Dependency ParsingReinforcement Learning	CodeCode Available	0	5

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