link prediction

Neural Link Prediction with Walk Pooling ICLR 2022 Neural-Symbolic Entangled Framework for Complex Query Answering NeurIPS 2022 Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction ICLR 2022 NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs ICLR 2022 Nonparametric exponential family graph embeddings for multiple representation learning UAI 2022 On Masked Language Models for Contextual Link Prediction ACL 2022 OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs NeurIPS 2022 OpticE: A Coherence Theory-Based Model for Link Prediction COLING 2022 OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NeurIPS 2022 Parameter-free Dynamic Graph Embedding for Link Prediction NeurIPS 2022 Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference COLING 2022 PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022 Prix-LM: Pretraining for Multilingual Knowledge Base Construction ACL 2022 Pseudo-Riemannian Graph Convolutional Networks NeurIPS 2022 Query Embedding on Hyper-Relational Knowledge Graphs ICLR 2022 Relational Multi-Task Learning: Modeling Relations between Data and Tasks ICLR 2022 Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022 Role-based Multiplex Network Embedding ICML 2022 RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space COLING 2022 RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022 Ruleformer: Context-aware Rule Mining over Knowledge Graph COLING 2022 Scientific Paper Extractive Summarization Enhanced by Citation Graphs EMNLP 2022 Sequence-to-Sequence Knowledge Graph Completion and Question Answering ACL 2022 Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022 SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022