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Graph Neural Networks

4495 directly classified papers

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Papers

When Does Self-Supervision Help Graph Convolutional Networks? ICML 2020
Continuous Graph Neural Networks ICML 2020
Multi-View Attribute Graph Convolution Networks for Clustering IJCAI 2020
Question Directed Graph Attention Network for Numerical Reasoning over Text EMNLP 2020
BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020
A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation IJCAI 2020
Smart Contract Vulnerability Detection using Graph Neural Network IJCAI 2020
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling EMNLP 2020
Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks EMNLP 2020
Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention EMNLP 2020
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction EMNLP 2020
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP 2020
Abusive Language Detection using Syntactic Dependency Graphs EMNLP 2020
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings EMNLP 2020
WAFFLE: A Graph for WordNet Applied to FreeForm Linguistic Exploration EMNLP 2020
Better AMR-To-Text Generation with Graph Structure Reconstruction IJCAI 2020
Visual-Semantic Matching by Exploring High-Order Attention and Distraction CVPR 2020
Density-Aware Graph for Deep Semi-Supervised Visual Recognition CVPR 2020
Shape correspondence using anisotropic Chebyshev spectral CNNs CVPR 2020
Beyond Short-Term Snippet: Video Relation Detection With Spatio-Temporal Global Context CVPR 2020
Learning Multi-View Camera Relocalization With Graph Neural Networks CVPR 2020
Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation ICML 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020
The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction EMNLP 2020
ComplexDataLab at W-NUT 2020 Task 2: Detecting Informative COVID-19 Tweets by Attending over Linked Documents EMNLP 2020