Knowledge Graphs

SKILL: Structured Knowledge Infusion for Large Language Models NAACL 2022 Spatial Commonsense Graph for Object Localisation in Partial Scenes CVPR 2022 Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022 SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases EMNLP 2022 Symbolic Knowledge Distillation: from General Language Models to Commonsense Models NAACL 2022 TABi: Type-Aware Bi-Encoders for Open-Domain Entity Retrieval ACL 2022 TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022 TempEL: Linking Dynamically Evolving and Newly Emerging Entities NeurIPS 2022 TempoQR: Temporal Question Reasoning over Knowledge Graphs AAAI 2022 Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022 Temporal Knowledge Graph Completion with Approximated Gaussian Process Embedding COLING 2022 Temporal Knowledge Graph Reasoning with Low-rank and Model-agnostic Representations ACL 2022 The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs AACL 2022 TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning IJCAI 2022 TLogic: Temporal Logical Rules for Explainable Link Forecasting on Temporal Knowledge Graphs AAAI 2022 TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph COLING 2022 Toward Knowledge-Enriched Conversational Recommendation Systems ACL 2022 Towards Better Evaluation for Dynamic Link Prediction NeurIPS 2022 Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems ACL 2022 Transformer-based Entity Typing in Knowledge Graphs EMNLP 2022 TranSHER: Translating Knowledge Graph Embedding with Hyper-Ellipsoidal Restriction EMNLP 2022 TranS: Transition-based Knowledge Graph Embedding with Synthetic Relation Representation EMNLP 2022 Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs IJCAI 2022 Understanding and Improving Knowledge Graph Embedding for Entity Alignment ICML 2022 Understanding Gender Bias in Knowledge Base Embeddings ACL 2022