Knowledge Graphs

Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022 Materialized Knowledge Bases from Commonsense Transformers ACL 2022 MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs EMNLP 2022 MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022 MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP 2022 Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting IJCAI 2022 MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning EMNLP 2022 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022 Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement AAAI 2022 Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure IJCAI 2022 Modeling Transitivity and Cyclicity in Directed Graphs via Binary Code Box Embeddings NeurIPS 2022 Modeling U.S. State-Level Policies by Extracting Winners and Losers from Legislative Texts ACL 2022 Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning NAACL 2022 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022 Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment ACL 2022 Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022 Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network AAAI 2022 Neural-Symbolic Models for Logical Queries on Knowledge Graphs ICML 2022 OakInk: A Large-Scale Knowledge Repository for Understanding Hand-Object Interaction CVPR 2022 On Masked Language Models for Contextual Link Prediction ACL 2022 Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification NeurIPS 2022 Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge EMNLP 2022 Open Domain Question Answering with A Unified Knowledge Interface ACL 2022 Open Relation Modeling: Learning to Define Relations between Entities ACL 2022 OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NeurIPS 2022