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Graph Neural Networks

4495 directly classified papers

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Papers

Relational Graph Attention Network for Aspect-based Sentiment Analysis ACL 2020
CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes EMNLP 2020
Message Passing for Hyper-Relational Knowledge Graphs EMNLP 2020
Scene Restoring for Narrative Machine Reading Comprehension EMNLP 2020
Double Graph Based Reasoning for Document-level Relation Extraction EMNLP 2020
Factorizable Graph Convolutional Networks NIPS 2020
MultiDM-GCN: Aspect-guided Response Generation in Multi-domain Multi-modal Dialogue System using Graph Convolutional Network EMNLP 2020
Independence Promoted Graph Disentangled Networks AAAI 2020
Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection AAAI 2020
Chemically Interpretable Graph Interaction Network for Prediction of Pharmacokinetic Properties of Drug-Like Molecules AAAI 2020
GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social Media ACL 2020
Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach AAAI 2020
Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering AAAI 2020
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling EMNLP 2020
Tensor Graph Convolutional Networks for Text Classification AAAI 2020
AMR Parsing via Graph-Sequence Iterative Inference ACL 2020
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations EMNLP 2020
SpSequenceNet: Semantic Segmentation Network on 4D Point Clouds CVPR 2020
GoGNN: Graph of Graphs Neural Network for Predicting Structured Entity Interactions IJCAI 2020
JANE: Jointly Adversarial Network Embedding IJCAI 2020
A Graph Auto-encoder Model of Derivational Morphology ACL 2020
Graph Neural Architecture Search IJCAI 2020
Domain Adaptive Classification on Heterogeneous Information Networks IJCAI 2020
Rumor Detection on Social Media with Graph Structured Adversarial Learning IJCAI 2020
Learning Multi-Granular Hypergraphs for Video-Based Person Re-Identification CVPR 2020