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
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
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
OSU\_CHGCG at SemEval-2016 Task 9 : Chinese Semantic Dependency Parsing with Generalized Categorial Grammar	Jun 1, 2016	Dependency ParsingQuestion Answering	—Unverified	0
IHS-RD-Belarus at SemEval-2016 Task 9: Transition-based Chinese Semantic Dependency Parsing with Online Reordering and Bootstrapping.	Jun 1, 2016	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Towards Comparability of Linguistic Graph Banks for Semantic Parsing	May 1, 2016	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Construction of Semantic Collocation Bank Based on Semantic Dependency Parsing	Oct 1, 2015	Dependency ParsingInformation Retrieval	—Unverified	0
SemEval 2015 Task 18: Broad-Coverage Semantic Dependency Parsing	Jun 1, 2015	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Turku: Semantic Dependency Parsing as a Sequence Classification	Jun 1, 2015	ClassificationDependency Parsing	—Unverified	0
Because Syntax Does Matter: Improving Predicate-Argument Structures Parsing with Syntactic Features	May 1, 2015	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Domain Adaptation for Syntactic and Semantic Dependency Parsing Using Deep Belief Networks	Jan 1, 2015	Dependency ParsingDiversity	—Unverified	0
Parsing to Noncrossing Dependency Graphs	Jan 1, 2015	ARCDependency Parsing	—Unverified	0
SemEval 2014 Task 8: Broad-Coverage Semantic Dependency Parsing	Aug 1, 2014	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
CMU: Arc-Factored, Discriminative Semantic Dependency Parsing	Aug 1, 2014	ARCDependency Parsing	—Unverified	0
Potsdam: Semantic Dependency Parsing by Bidirectional Graph-Tree Transformations and Syntactic Parsing	Aug 1, 2014	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Integrative Semantic Dependency Parsing via Efficient Large-scale Feature Selection	Jan 23, 2014	Dependency Parsingfeature selection	—Unverified	0
Joint Arc-factored Parsing of Syntactic and Semantic Dependencies	Jan 1, 2013	ARCDependency Parsing	—Unverified	0
Zhou qiaoli: A divide-and-conquer strategy for semantic dependency parsing	Jul 1, 2012	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
NJU-Parser: Achievements on Semantic Dependency Parsing	Jul 1, 2012	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
ICT:A System Combination for Chinese Semantic Dependency Parsing	Jul 1, 2012	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
SemEval-2012 Task 5: Chinese Semantic Dependency Parsing	Jul 1, 2012	Dependency ParsingInformation Retrieval	—Unverified	0
Zhijun Wu: Chinese Semantic Dependency Parsing with Third-Order Features	Jul 1, 2012	Dependency ParsingSemantic Dependency Parsing	—Unverified	0
Constructing Large Proposition Databases	May 1, 2012	Dependency ParsingMachine Translation	—Unverified	0

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