| A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting | Nov 15, 2021 | Graph Attention | —Unverified | 0 |
| Implicit vs Unfolded Graph Neural Networks | Nov 12, 2021 | Graph AttentionNode Classification | —Unverified | 0 |
| Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture | Nov 11, 2021 | Graph AttentionQuestion Answering | —Unverified | 0 |
| A Syntax-Guided Grammatical Error Correction Model with Dependency Tree Correction | Nov 5, 2021 | Data AugmentationGrammatical Error Correction | —Unverified | 0 |
| Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction | Nov 1, 2021 | Emotion Cause ExtractionGraph Attention | —Unverified | 0 |
| Effect Generation Based on Causal Reasoning | Nov 1, 2021 | Graph AttentionSentence | —Unverified | 0 |
| Exploring Sentence Community for Document-Level Event Extraction | Nov 1, 2021 | Community DetectionDocument-level Event Extraction | —Unverified | 0 |
| GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily | Oct 29, 2021 | Graph Attention | CodeCode Available | 1 |
| MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution | Oct 28, 2021 | Graph AttentionSpace-time Video Super-resolution | —Unverified | 0 |
| GACAN: Graph Attention-Convolution-Attention Networks for Traffic Forecasting Based on Multi-granularity Time Series | Oct 27, 2021 | Graph AttentionTime Series | —Unverified | 0 |
