| A Long Horizon Planning Framework for Manipulating Rigid Pointcloud Objects | Nov 16, 2020 | Graph AttentionMotion Planning | —Unverified | 0 |
| Association Rules Enhanced Knowledge Graph Attention Network | Nov 14, 2020 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension | Nov 9, 2020 | Graph AttentionMachine Reading Comprehension | CodeCode Available | 0 |
| Prosodic Representation Learning and Contextual Sampling for Neural Text-to-Speech | Nov 4, 2020 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs | Nov 3, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Multi-Agent Reinforcement Learning for Visibility-based Persistent Monitoring | Nov 2, 2020 | Graph AttentionMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| NHK_STRL at WNUT-2020 Task 2: GATs with Syntactic Dependencies as Edges and CTC-based Loss for Text Classification | Nov 1, 2020 | Graph AttentionSentence | —Unverified | 0 |
| Towards Context-Aware Code Comment Generation | Nov 1, 2020 | Code Comment GenerationComment Generation | —Unverified | 0 |
| Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations | Nov 1, 2020 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| A Knowledge-Aware Sequence-to-Tree Network for Math Word Problem Solving | Nov 1, 2020 | Common Sense ReasoningDecoder | —Unverified | 0 |
| H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network | Nov 1, 2020 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Pathfinder Discovery Networks for Neural Message Passing | Oct 24, 2020 | Graph AttentionNode Classification | CodeCode Available | 1 |
| NGAT4Rec: Neighbor-Aware Graph Attention Network For Recommendation | Oct 23, 2020 | Collaborative FilteringGraph Attention | —Unverified | 0 |
| GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis | Oct 23, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Graph Attention Networks for Speaker Verification | Oct 22, 2020 | Graph AttentionSpeaker Verification | —Unverified | 0 |
| Channel Estimation for Full-Duplex RIS-assisted HAPS Backhauling with Graph Attention Networks | Oct 22, 2020 | Graph Attention | —Unverified | 0 |
| Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method | Oct 22, 2020 | BlockingCausal Inference | CodeCode Available | 1 |
| Learning Dual Semantic Relations with Graph Attention for Image-Text Matching | Oct 22, 2020 | Cross-Modal RetrievalGraph Attention | CodeCode Available | 1 |
| Contextual Heterogeneous Graph Network for Human-Object Interaction Detection | Oct 20, 2020 | Graph AttentionHuman-Object Interaction Detection | —Unverified | 0 |
| Inducing Alignment Structure with Gated Graph Attention Networks for Sentence Matching | Oct 15, 2020 | Graph AttentionParaphrase Identification | —Unverified | 0 |
| Meta Graph Attention on Heterogeneous Graph with Node-Edge Co-evolution | Oct 9, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation | Oct 6, 2020 | Graph Attention | —Unverified | 0 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 |
| Program Enhanced Fact Verification with Verbalization and Graph Attention Network | Oct 6, 2020 | Fact VerificationGraph Attention | CodeCode Available | 0 |
| Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks | Oct 4, 2020 | Aspect Category DetectionAspect Category Sentiment Analysis | CodeCode Available | 1 |
| Graph Joint Attention Networks | Sep 28, 2020 | BenchmarkingGraph Attention | —Unverified | 0 |
| A Robust graph attention network with dynamic adjusted Graph | Sep 28, 2020 | Graph Attention | CodeCode Available | 0 |
| Multi-scale Receptive Fields Graph Attention Network for Point Cloud Classification | Sep 28, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning | Sep 26, 2020 | Graph AttentionText Generation | CodeCode Available | 1 |
| Are scene graphs good enough to improve Image Captioning? | Sep 25, 2020 | DecoderGraph Attention | CodeCode Available | 1 |
| Interpretable Recommender System With Heterogeneous Information: A Geometric Deep Learning Perspective | Sep 20, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Question Directed Graph Attention Network for Numerical Reasoning over Text | Sep 16, 2020 | Graph AttentionMachine Reading Comprehension | CodeCode Available | 0 |
| NABU - Multilingual Graph-based Neural RDF Verbalizer | Sep 16, 2020 | BenchmarkingDecoder | —Unverified | 0 |
| Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks | Sep 10, 2020 | Dialog Relation ExtractionGraph Attention | CodeCode Available | 1 |
| Multivariate Time-series Anomaly Detection via Graph Attention Network | Sep 4, 2020 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| I-AID: Identifying Actionable Information from Disaster-related Tweets | Aug 4, 2020 | Graph AttentionManagement | CodeCode Available | 0 |
| Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization | Aug 4, 2020 | Graph AttentionSentence | CodeCode Available | 1 |
| Few-Shot Semantic Segmentation with Democratic Attention Networks | Aug 1, 2020 | Few-Shot Semantic SegmentationGraph Attention | —Unverified | 0 |
| Deep Multi-View Spatiotemporal Virtual Graph Neural Network for Significant Citywide Ride-hailing Demand Prediction | Jul 30, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation | Jul 28, 2020 | Data AugmentationGraph Attention | CodeCode Available | 1 |
| Saliency Prediction with External Knowledge | Jul 27, 2020 | Graph AttentionPrediction | —Unverified | 0 |
| EPGAT: Gene Essentiality Prediction With Graph Attention Networks | Jul 19, 2020 | Graph AttentionPrediction | —Unverified | 0 |
| Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels? | Jul 12, 2020 | ClusteringCommunity Detection | —Unverified | 0 |
| AEGCN: An Autoencoder-Constrained Graph Convolutional Network | Jul 3, 2020 | DecoderGraph Attention | CodeCode Available | 0 |
| MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks | Jul 3, 2020 | Graph AttentionRetrieval | —Unverified | 0 |
| Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge | Jul 1, 2020 | Graph AttentionTAG | —Unverified | 0 |
| Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks | Jul 1, 2020 | AMR-to-Text GenerationGraph Attention | —Unverified | 0 |
| Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification | Jul 1, 2020 | General ClassificationGraph Attention | —Unverified | 0 |
| Aspect Sentiment Classification with Document-level Sentiment Preference Modeling | Jul 1, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction | Jul 1, 2020 | Emotion-Cause Pair ExtractionGraph Attention | CodeCode Available | 1 |