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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Can Graph Neural Networks Count Substructures? NIPS 2020
Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs NIPS 2020
Neural Topic Modeling by Incorporating Document Relationship Graph EMNLP 2020
Distinguish Confusing Law Articles for Legal Judgment Prediction ACL 2020
Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL 2020
Multimodal Neural Graph Memory Networks for Visual Question Answering ACL 2020
On Incorporating Structural Information to improve Dialogue Response Generation ACL 2020
JDD @ FinCausal 2020, Task 2: Financial Document Causality Detection COLING 2020
Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge ACL 2020
Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL 2020
Aspect Sentiment Classification with Document-level Sentiment Preference Modeling ACL 2020
Graph-to-Tree Learning for Solving Math Word Problems ACL 2020
Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network IJCAI 2020
Story Embedding: Learning Distributed Representations of Stories based on Character Networks (Extended Abstract) IJCAI 2020
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective IJCAI 2020
Multi-View Joint Graph Representation Learning for Urban Region Embedding IJCAI 2020
Neighbor Combinatorial Attention for Critical Structure Mining IJCAI 2020
Multi-Class Imbalanced Graph Convolutional Network Learning IJCAI 2020
Collaboration Based Multi-Label Propagation for Fraud Detection IJCAI 2020
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification IJCAI 2020
MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product IJCAI 2020
Graph Neural News Recommendation with Unsupervised Preference Disentanglement ACL 2020
Discourse-Aware Neural Extractive Text Summarization ACL 2020
LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020
Heterogeneous Graph Transformer for Graph-to-Sequence Learning ACL 2020