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Graph Neural Networks

4,495 papers

Papers per year

Papers

ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022
Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts COLING 2022
Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning COLING 2022
Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest COLING 2022
A Simple Model for Distantly Supervised Relation Extraction COLING 2022
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis COLING 2022
DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing COLING 2022
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments COLING 2022
Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection COLING 2022
Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation COLING 2022
Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing COLING 2022
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation COLING 2022
Multi Graph Neural Network for Extractive Long Document Summarization COLING 2022
A Survey of Automatic Text Summarization Using Graph Neural Networks COLING 2022
HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization COLING 2022
Social Bot-Aware Graph Neural Network for Early Rumor Detection COLING 2022
AMRTVSumm: AMR-augmented Hierarchical Network for TV Transcript Summarization COLING 2022
Multilevel Hypernode Graphs for Effective and Efficient Entity Linking COLING 2022
Cross-Modal Contextualized Hidden State Projection Method for Expanding of Taxonomic Graphs COLING 2022
Text-Aware Graph Embeddings for Donation Behavior Prediction COLING 2022
Temporal Graph Analysis of Misinformation Spreaders in Social Media COLING 2022
True or False? Detecting False Information on Social Media Using Graph Neural Networks COLING 2022
Cross-Modal Clinical Graph Transformer for Ophthalmic Report Generation CVPR 2022
OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks CVPR 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search CVPR 2022