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	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
Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders	Jul 1, 2020	ARCDecoder	CodeCode Available	1	5
Transition-based Semantic Dependency Parsing with Pointer Networks	May 27, 2020	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	1	5
Deep Multitask Learning for Semantic Dependency Parsing	Apr 22, 2017	ARCDependency Parsing	CodeCode Available	0	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
Backpropagating through Structured Argmax using a SPIGOT	May 12, 2018	Dependency ParsingReinforcement Learning	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
DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing	Oct 1, 2022	Dependency Parsinggraph construction	CodeCode Available	0	5
A Higher-Order Semantic Dependency Parser	Jan 27, 2022	Dependency ParsingGraph Learning	CodeCode Available	0	5
Auxiliary Tasks to Boost Biaffine Semantic Dependency Parsing	Feb 12, 2024	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	0	5
Learning Joint Semantic Parsers from Disjoint Data	Apr 17, 2018	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	0	5
Simpler but More Accurate Semantic Dependency Parsing	Jul 3, 2018	Dependency ParsingSemantic Dependency Parsing	CodeCode Available	0	5
SpecNFS: A Challenge Dataset Towards Extracting Formal Models from Natural Language Specifications	Jun 1, 2022	Dependency ParsingDomain Adaptation	CodeCode Available	0	5
Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task	Apr 1, 2021	Dependency ParsingPart-Of-Speech Tagging	—Unverified	0	0
NJU-Parser: Achievements on Semantic Dependency Parsing	Jul 1, 2012	Dependency ParsingSemantic Dependency Parsing	—Unverified	0	0
OSU\_CHGCG at SemEval-2016 Task 9 : Chinese Semantic Dependency Parsing with Generalized Categorial Grammar	Jun 1, 2016	Dependency ParsingQuestion Answering	—Unverified	0	0
Parsing to 1-Endpoint-Crossing, Pagenumber-2 Graphs	Jul 1, 2017	Dependency ParsingSemantic Dependency Parsing	—Unverified	0	0
Parsing to Noncrossing Dependency Graphs	Jan 1, 2015	ARCDependency Parsing	—Unverified	0	0
Polyglot Semantic Role Labeling	May 29, 2018	Dependency ParsingSemantic Dependency Parsing	—Unverified	0	0
Potsdam: Semantic Dependency Parsing by Bidirectional Graph-Tree Transformations and Syntactic Parsing	Aug 1, 2014	Dependency ParsingSemantic Dependency Parsing	—Unverified	0	0
Project-then-Transfer: Effective Two-stage Cross-lingual Transfer for Semantic Dependency Parsing	Apr 1, 2021	Cross-Lingual TransferDependency Parsing	—Unverified	0	0
Semantic Dependency Parsing via Book Embedding	Jul 1, 2017	Combinatorial OptimizationDependency Parsing	—Unverified	0	0
Semantics as a Foreign Language	Oct 1, 2018	Dependency ParsingMachine Translation	—Unverified	0	0

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