| PAPooling: Graph-based Position Adaptive Aggregation of Local Geometry in Point Clouds | Nov 28, 2021 | 3D Shape Classificationgraph construction | —Unverified | 0 |
| An analysis of document graph construction methods for AMR summarization | Nov 27, 2021 | graph constructionSentence | —Unverified | 0 |
| A Graph Fusion Approach to Cross-Lingual Machine Reading Comprehension | Nov 16, 2021 | graph constructionMachine Reading Comprehension | —Unverified | 0 |
| Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge | Nov 1, 2021 | Aspect Category Sentiment Analysisgraph construction | CodeCode Available | 1 |
| Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling | Nov 1, 2021 | graph constructionGraph Generation | CodeCode Available | 0 |
| Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs | Nov 1, 2021 | graph constructionGraph Generation | CodeCode Available | 1 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 |
| A Double-Graph Based Framework for Frame Semantic Parsing | Oct 16, 2021 | graph constructionSemantic Parsing | —Unverified | 0 |
| An Analysis of COVID-19 Knowledge Graph Construction and Applications | Oct 10, 2021 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Graph Neural Networks in Real-Time Fraud Detection with Lambda Architecture | Oct 9, 2021 | Fraud Detectiongraph construction | —Unverified | 0 |
| SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification | Oct 9, 2021 | graph constructionGraph Matching | —Unverified | 0 |
| Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs | Oct 4, 2021 | 3D geometrygraph construction | CodeCode Available | 1 |
| Graph-Enhanced Exploration for Goal-oriented Reinforcement Learning | Sep 29, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions | Sep 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| A Graph-Based Neural Model for End-to-End Frame Semantic Parsing | Sep 25, 2021 | graph constructionSemantic Parsing | CodeCode Available | 1 |
| Modality and Negation in Event Extraction | Sep 20, 2021 | Event ExtractionFact Checking | CodeCode Available | 0 |
| Fusion with Hierarchical Graphs for Mulitmodal Emotion Recognition | Sep 15, 2021 | Emotion ClassificationEmotion Recognition | —Unverified | 0 |
| End-to-end argumentation knowledge graph construction | Sep 13, 2021 | 16kFake News Detection | —Unverified | 0 |
| TNNT: The Named Entity Recognition Toolkit | Aug 31, 2021 | graph constructionnamed-entity-recognition | CodeCode Available | 1 |
| Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting | Aug 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation | Aug 16, 2021 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| Spatio-temporal Parking Behaviour Forecasting and Analysis Before and During COVID-19 | Aug 15, 2021 | Demand ForecastingEpidemiology | —Unverified | 0 |
| Boundary-aware Graph Reasoning for Semantic Segmentation | Aug 9, 2021 | graph constructionSegmentation | —Unverified | 0 |
| PSGR: Pixel-wise Sparse Graph Reasoning for COVID-19 Pneumonia Segmentation in CT Images | Aug 9, 2021 | Computed Tomography (CT)graph construction | —Unverified | 0 |
| Reasoning over Entity-Action-Location Graph for Procedural Text Understanding | Aug 1, 2021 | graph constructionGraph Neural Network | —Unverified | 0 |