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Graph Neural Networks

4,495 papers

Papers per year

Papers

Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction AAAI 2021
Document-Level Relation Extraction with Reconstruction AAAI 2021
GDPNet: Refining Latent Multi-View Graph for Relation Extraction AAAI 2021
RETRACTED: Multi-modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance AAAI 2021
Graph-Based Tri-Attention Network for Answer Ranking in CQA AAAI 2021
Neural Sentence Ordering Based on Constraint Graphs AAAI 2021
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network AAAI 2021
Land Deformation Prediction via Slope-Aware Graph Neural Networks AAAI 2021
Finding Needles in Heterogeneous Haystacks AAAI 2021
Spatiotemporal Graph Neural Network for Performance Prediction of Photovoltaic Power Systems AAAI 2021
Twitter Event Summarization by Exploiting Semantic Terms and Graph Network AAAI 2021
Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract) AAAI 2021
Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021
HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract) AAAI 2021
Towards Sample Efficient Agents through Algorithmic Alignment (Student Abstract) AAAI 2021
Towards Extracting Graph Neural Network Models via Prediction Queries (Student Abstract) AAAI 2021
Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract) AAAI 2021
MOTIF-Driven Contrastive Learning of Graph Representations AAAI 2021
Business Entity Matching with Siamese Graph Convolutional Networks AAAI 2021
Multimodal Sentiment Detection Based on Multi-channel Graph Neural Networks ACL 2021
Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem ACL 2021
CitationIE: Leveraging the Citation Graph for Scientific Information Extraction ACL 2021
Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge ACL 2021
Discontinuous Named Entity Recognition as Maximal Clique Discovery ACL 2021
Align Voting Behavior with Public Statements for Legislator Representation Learning ACL 2021