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Graph Neural Networks

4,495 papers

Papers per year

Papers

Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks EMNLP 2021
Neural News Recommendation with Collaborative News Encoding and Structural User Encoding EMNLP 2021
Self-Attention Graph Residual Convolutional Networks for Event Detection with dependency relations EMNLP 2021
Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation EMNLP 2021
Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering EMNLP 2021
Past, Present, and Future: Conversational Emotion Recognition through Structural Modeling of Psychological Knowledge EMNLP 2021
EventKE: Event-Enhanced Knowledge Graph Embedding EMNLP 2021
An Edge-Enhanced Hierarchical Graph-to-Tree Network for Math Word Problem Solving EMNLP 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph EMNLP 2021
Grounded Graph Decoding improves Compositional Generalization in Question Answering EMNLP 2021
Geo-BERT Pre-training Model for Query Rewriting in POI Search EMNLP 2021
Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search EMNLP 2021
A Neural Graph-based Local Coherence Model EMNLP 2021
Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation EMNLP 2021
A Discourse-Aware Graph Neural Network for Emotion Recognition in Multi-Party Conversation EMNLP 2021
Contrastive Document Representation Learning with Graph Attention Networks EMNLP 2021
HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning EMNLP 2021
HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks EMNLP 2021
Perceived and Intended Sarcasm Detection with Graph Attention Networks EMNLP 2021
Relation-aware Bidirectional Path Reasoning for Commonsense Question Answering EMNLP 2021
Effective Use of Graph Convolution Network and Contextual Sub-Tree for Commodity News Event Extraction EMNLP 2021
Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification EMNLP 2021
Does Commonsense help in detecting Sarcasm? EMNLP 2021
The FairyNet Corpus - Character Networks for German Fairy Tales EMNLP 2021
Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks EMNLP 2021