Learning Representations for Hyper-Relational Knowledge Graphs Aug 30, 2022 Knowledge Graph Completion Knowledge Graphs
Code Code Available Improving Knowledge-aware Recommendation with Multi-level Interactive Contrastive Learning Aug 22, 2022 Contrastive Learning Knowledge-Aware Recommendation
Code Code Available Inductive Knowledge Graph Reasoning for Multi-batch Emerging Entities Aug 22, 2022 Knowledge Graphs
Code Code Available GreenKGC: A Lightweight Knowledge Graph Completion Method Aug 19, 2022 Edge-computing Knowledge Graph Completion
Code Code Available UKP-SQuARE v2: Explainability and Adversarial Attacks for Trustworthy QA Aug 19, 2022 Adversarial Attack Explainable Models
Code Code Available KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion Aug 16, 2022 Contrastive Learning Knowledge Graph Completion
Code Code Available Multi-modal Siamese Network for Entity Alignment Aug 14, 2022 Attribute Contrastive Learning
Code Code Available Neuro-symbolic computing with spiking neural networks Aug 4, 2022 Graph Embedding Graph Neural Network
Code Code Available Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs Jul 28, 2022 Inductive Link Prediction Knowledge Graphs
Code Code Available LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection Jul 26, 2022 Decoder Knowledge Graphs
Code Code Available μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications Jul 23, 2022 Entity Alignment Entity Typing
Code Code Available Enhancing Document-level Relation Extraction by Entity Knowledge Injection Jul 23, 2022 Document-level Relation Extraction Knowledge Graphs
Code Code Available Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs Jul 23, 2022 Entity Alignment Inductive Learning
Code Code Available DHGE: Dual-View Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing Jul 18, 2022 Attribute Entity Typing
Code Code Available Hardware-agnostic Computation for Large-scale Knowledge Graph Embeddings Jul 18, 2022 Continual Learning Graph Embedding
Code Code Available Start Small, Think Big: On Hyperparameter Optimization for Large-Scale Knowledge Graph Embeddings Jul 11, 2022 Graph Embedding Hyperparameter Optimization
Code Code Available StATIK: Structure and Text for Inductive Knowledge Graph Completion Jul 1, 2022 Inductive knowledge graph completion Knowledge Graph Completion
Code Code Available BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models Jun 28, 2022 Knowledge Graphs
Code Code Available Zero-shot object goal visual navigation Jun 15, 2022 Knowledge Graphs Object
Code Code Available ExpressivE: A Spatio-Functional Embedding For Knowledge Graph Completion Jun 8, 2022 Knowledge Graph Completion Knowledge Graphs
Code Code Available A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs Jun 7, 2022 Knowledge Graphs
Code Code Available OntoMerger: An Ontology Integration Library for Deduplicating and Connecting Knowledge Graph Nodes Jun 5, 2022 Knowledge Graphs
Code Code Available Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization Jun 3, 2022 Knowledge Graphs
Code Code Available Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and Reasoning May 31, 2022 Common Sense Reasoning Graph Generation
Code Code Available AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning May 30, 2022 Graph Neural Network
Code Code Available Temporal knowledge graph question answering via subgraph reasoning May 30, 2022 Graph Question Answering Knowledge Graphs
Code Code Available TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph May 28, 2022 Knowledge Graphs Logical Reasoning
Code Code Available StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph May 27, 2022 Entity Embeddings Knowledge Graphs
Code Code Available Relphormer: Relational Graph Transformer for Knowledge Graph Representations May 22, 2022 General Knowledge Graph Mining
Code Code Available Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? May 21, 2022 Knowledge Graph Completion Knowledge Graphs
Code Code Available DEER: Descriptive Knowledge Graph for Explaining Entity Relationships May 21, 2022 BIG-bench Machine Learning Descriptive
Code Code Available ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities May 20, 2022 Entity Alignment Entity Embeddings
Code Code Available Neural-Symbolic Models for Logical Queries on Knowledge Graphs May 16, 2022 Complex Query Answering Graph Neural Network
Code Code Available Kronecker Decomposition for Knowledge Graph Embeddings May 13, 2022 Graph Embedding Hyperparameter Optimization
Code Code Available Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research? May 13, 2022 Graph Question Answering Knowledge Graphs
Code Code Available Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting May 10, 2022 Graph Neural Network Knowledge Graphs
Code Code Available Knowledge Graph Contrastive Learning for Recommendation May 2, 2022 Contrastive Learning General Knowledge
Code Code Available Entity-aware Transformers for Entity Search May 2, 2022 Entity Embeddings Entity Retrieval
Code Code Available Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs May 2, 2022 Knowledge Graphs Vocal Bursts Type Prediction
Code Code Available Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference May 1, 2022 Contrastive Learning Diversity
Code Code Available Instilling Type Knowledge in Language Models via Multi-Task QA Apr 28, 2022 Articles dialog state tracking
Code Code Available Query2Particles: Knowledge Graph Reasoning with Particle Embeddings Apr 27, 2022 Complex Query Answering Entity Embeddings
Code Code Available Modern Baselines for SPARQL Semantic Parsing Apr 27, 2022 Knowledge Graphs Semantic Parsing
Code Code Available Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of Explanations Apr 24, 2022 Diversity Explainable Models
Code Code Available LingYi: Medical Conversational Question Answering System based on Multi-modal Knowledge Graphs Apr 20, 2022 Conversational Question Answering Dialogue Generation
Code Code Available Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations Apr 10, 2022 Graph Embedding Knowledge Graph Completion
Code Code Available VRKG4Rec: Virtual Relational Knowledge Graphs for Recommendation Apr 3, 2022 Knowledge Graphs Recommendation Systems
Code Code Available Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations Apr 1, 2022 Clustering Contrastive Learning
Code Code Available Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems Mar 20, 2022 Knowledge Graphs
Code Code Available Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation Mar 17, 2022 Entity Embeddings Federated Learning
Code Code Available 