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Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

VTCC-NLP at SemEval-2023 Task 6:Long-Text Representation Based on Graph Neural Network for Rhetorical Roles Prediction ACL 2023
Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction ACL 2023
End-to-End Argument Mining over Varying Rhetorical Structures ACL 2023
Target-Oriented Relation Alignment for Cross-Lingual Stance Detection ACL 2023
HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level ACL 2023
Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction ACL 2023
DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles ACL 2023
Detecting Anomalous Networks of Opioid Prescribers and Dispensers in Prescription Drug Data AAAI 2023
Neighbor Auto-Grouping Graph Neural Networks for Handover Parameter Configuration in Cellular Network AAAI 2023
Double-Branch Multi-Attention based Graph Neural Network for Knowledge Graph Completion ACL 2023
Graph Component Contrastive Learning for Concept Relatedness Estimation AAAI 2023
Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases AAAI 2023
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing AAAI 2023
Nested Named Entity Recognition as Building Local Hypergraphs AAAI 2023
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction AAAI 2023
Relevant Walk Search for Explaining Graph Neural Networks ICML 2023
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment ACL 2023
Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction ACL 2023
Interpretable Chirality-Aware Graph Neural Network for Quantitative Structure Activity Relationship Modeling in Drug Discovery AAAI 2023
Federated Learning on Non-IID Graphs via Structural Knowledge Sharing AAAI 2023
Adversarial Weight Perturbation Improves Generalization in Graph Neural Networks AAAI 2023
A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023
IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures ACL 2023
Neighbor Contrastive Learning on Learnable Graph Augmentation AAAI 2023
Neighborhood-Regularized Self-Training for Learning with Few Labels AAAI 2023