Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation Mar 18, 2023 Contrastive Learning Decoder
Code Code Available WikiCoder: Learning to Write Knowledge-Powered Code Mar 15, 2023 Knowledge Graphs Program Synthesis
Code Code Available KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of Data Science Mar 3, 2023 AutoML Knowledge Graphs
Code Code Available Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models Mar 3, 2023 Knowledge Graphs Logical Reasoning
Code Code Available Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer Mar 3, 2023 image-classification Image Classification
Code Code Available A Universal Question-Answering Platform for Knowledge Graphs Mar 1, 2023 Knowledge Base Question Answering Knowledge Graphs
Code Code Available Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction Mar 1, 2023 Graph Embedding Knowledge Graph Embedding
Code Code Available Sequential Query Encoding For Complex Query Answering on Knowledge Graphs Feb 25, 2023 Complex Query Answering Knowledge Graphs
Code Code Available FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering Feb 23, 2023 Knowledge Graphs Medical Question Answering
Code Code Available Toward Degree Bias in Embedding-Based Knowledge Graph Completion Feb 10, 2023 Data Augmentation Knowledge Graph Completion
Code Code Available Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link Prediction Feb 6, 2023 Data Augmentation Graph Embedding
Code Code Available A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs Feb 4, 2023 Knowledge Graphs Link Prediction
Code Code Available Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding Feb 3, 2023 Entity Embeddings Graph Embedding
Code Code Available Unsupervised Entity Alignment for Temporal Knowledge Graphs Feb 1, 2023 Data Integration Decoder
Code Code Available Semantic Parsing for Conversational Question Answering over Knowledge Graphs Jan 28, 2023 Conversational Question Answering Knowledge Graphs
Code Code Available Logical Message Passing Networks with One-hop Inference on Atomic Formulas Jan 21, 2023 Complex Query Answering Graph Representation Learning
Code Code Available causalgraph: A Python Package for Modeling, Persisting and Visualizing Causal Graphs Embedded in Knowledge Graphs Jan 20, 2023 Causal Discovery Causal Inference
Code Code Available TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World Jan 14, 2023 Knowledge Graphs
Code Code Available Sem@K: Is my knowledge graph embedding model semantic-aware? Jan 13, 2023 Graph Embedding Knowledge Graph Embedding
Code Code Available SCENE: Reasoning about Traffic Scenes using Heterogeneous Graph Neural Networks Jan 9, 2023 Graph Neural Network Knowledge Graphs
Code Code Available Analogical Inference Enhanced Knowledge Graph Embedding Jan 3, 2023 Graph Embedding Knowledge Graph Embedding
Code Code Available MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid Dec 29, 2022 Entity Alignment Knowledge Graphs
Code Code Available Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation Dec 22, 2022 Conversational Recommendation Knowledge Graphs
Code Code Available Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization Dec 19, 2022 Complex Query Answering Knowledge Graphs
Code Code Available Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs Nov 29, 2022 Knowledge Graphs Transfer Learning
Code Code Available NQE: N-ary Query Embedding for Complex Query Answering over Hyper-Relational Knowledge Graphs Nov 24, 2022 Complex Query Answering Knowledge Graphs
Code Code Available Mining Mathematical Documents for Question Answering via Unsupervised Formula Labeling Nov 12, 2022 Entity Linking Knowledge Graphs
Code Code Available EventEA: Benchmarking Entity Alignment for Event-centric Knowledge Graphs Nov 5, 2022 Attribute Benchmarking
Code Code Available KGLM: Integrating Knowledge Graph Structure in Language Models for Link Prediction Nov 4, 2022 Fraud Detection Knowledge Graph Completion
Code Code Available Search to Pass Messages for Temporal Knowledge Graph Completion Oct 30, 2022 Graph Neural Network Knowledge Graph Completion
Code Code Available ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs Oct 24, 2022 Graph Question Answering Knowledge Graphs
Code Code Available RulE: Knowledge Graph Reasoning with Rule Embedding Oct 24, 2022 Graph Embedding Knowledge Graph Embedding
Code Code Available Adapters for Enhanced Modeling of Multilingual Knowledge and Text Oct 24, 2022 Entity Alignment Knowledge Graph Completion
Code Code Available Generative Knowledge Graph Construction: A Review Oct 23, 2022 graph construction Knowledge Graphs
Code Code Available ComFact: A Benchmark for Linking Contextual Commonsense Knowledge Oct 23, 2022 Knowledge Graphs Response Generation
Code Code Available Transformer-based Entity Typing in Knowledge Graphs Oct 20, 2022 Entity Typing Knowledge Graphs
Code Code Available Joint Multilingual Knowledge Graph Completion and Alignment Oct 17, 2022 Knowledge Graph Completion Knowledge Graphs
Code Code Available Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion Oct 17, 2022 Graph Embedding Knowledge Graph Completion
Code Code Available MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation Oct 14, 2022 Contrastive Learning Knowledge Graph Completion
Code Code Available SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction Oct 10, 2022 Contrastive Learning Knowledge Graphs
Code Code Available Construction and Applications of Billion-Scale Pre-Trained Multimodal Business Knowledge Graph Sep 30, 2022 Knowledge Graphs
Code Code Available MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction Sep 30, 2022 Graph Embedding Knowledge Graph Embedding
Code Code Available Adversarial Robustness of Representation Learning for Knowledge Graphs Sep 30, 2022 Adversarial Robustness Data Poisoning
Code Code Available A Decade of Knowledge Graphs in Natural Language Processing: A Survey Sep 30, 2022 Knowledge Graphs
Code Code Available Neural Methods for Logical Reasoning Over Knowledge Graphs Sep 28, 2022 Benchmarking Knowledge Graphs
Code Code Available Rethinking Knowledge Graph Evaluation Under the Open-World Assumption Sep 19, 2022 Fairness Knowledge Graph Completion
Code Code Available Reinforcement Recommendation Reasoning through Knowledge Graphs for Explanation Path Quality Sep 11, 2022 Diversity Explainable Recommendation
Code Code Available Multi-Document Scientific Summarization from a Knowledge Graph-Centric View Sep 9, 2022 Decoder Descriptive
Code Code Available Disconnected Emerging Knowledge Graph Oriented Inductive Link Prediction Sep 3, 2022 Contrastive Learning Inductive Link Prediction
Code Code Available Multi-modal Contrastive Representation Learning for Entity Alignment Sep 2, 2022 Contrastive Learning Entity Alignment
Code Code Available 