Semantic Dependency Parsing

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

Papers

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Showing 1–25 of 50 papers

Title	Date	Tasks	Status	Hype
N-LTP: An Open-source Neural Language Technology Platform for Chinese	Sep 24, 2020	Chinese Word SegmentationDependency Parsing	CodeCode Available	3
Automated Concatenation of Embeddings for Structured Prediction	Oct 10, 2020	Aspect ExtractionChunking	CodeCode Available	1
Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders	Jul 1, 2020	ARCDecoder	CodeCode Available	1
Transition-based Semantic Dependency Parsing with Pointer Networks	May 27, 2020	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	1
Second-Order Semantic Dependency Parsing with End-to-End Neural Networks	Jun 19, 2019	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	1
Auxiliary Tasks to Boost Biaffine Semantic Dependency Parsing	Feb 12, 2024	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	0
DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing	Oct 1, 2022	Dependency Parsinggraph construction	CodeCode Available	0
ZHIXIAOBAO at SemEval-2022 Task 10: Apporoaching Structured Sentiment with Graph Parsing	Jul 1, 2022	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Tâches auxiliaires pour l’analyse biaffine en graphes de dépendances (Auxiliary tasks to boost Biaffine Semantic Dependency Parsing)	Jun 1, 2022	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
SpecNFS: A Challenge Dataset Towards Extracting Formal Models from Natural Language Specifications	Jun 1, 2022	Dependency ParsingDomain Adaptation	CodeCode Available	0
LyS_ACoruña at SemEval-2022 Task 10: Repurposing Off-the-Shelf Tools for Sentiment Analysis as Semantic Dependency Parsing	Apr 27, 2022	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Modeling Label Correlations for Second-Order Semantic Dependency Parsing with Mean-Field Inference	Apr 7, 2022	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	0
A Higher-Order Semantic Dependency Parser	Jan 27, 2022	Dependency ParsingGraph Learning	CodeCode Available	0
Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task	Apr 1, 2021	Dependency ParsingPart-Of-Speech Tagging	—Unverified	0
Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing	Apr 1, 2021	Cross-Lingual TransferDependency Parsing	—Unverified	0
半监督跨领域语义依存分析技术研究(Semi-supervised Domain Adaptation for Semantic Dependency Parsing)	Oct 1, 2020	Dependency ParsingDomain Adaptation	—Unverified	0
Transition-based Semantic Dependency Parsing with Pointer Networks	Jul 1, 2020	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing	Nov 1, 2019	DecoderDependency Parsing	—Unverified	0
Improving Semantic Dependency Parsing with Syntactic Features	Sep 1, 2019	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Multi-Task Semantic Dependency Parsing with Policy Gradient for Learning Easy-First Strategies	Jun 4, 2019	Dependency ParsingMulti-Task Learning	CodeCode Available	0
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

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