Knowledge Graphs

PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems EMNLP 2022 PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion EMNLP 2022 PAR: Political Actor Representation Learning with Social Context and Expert Knowledge EMNLP 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 Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion IJCAI 2022 Pretrained Knowledge Base Embeddings for improved Sentential Relation Extraction ACL 2022 Procedural Text Understanding via Scene-Wise Evolution AAAI 2022 Program Transfer for Answering Complex Questions over Knowledge Bases ACL 2022 Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022 ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective NeurIPS 2022 ReFinED: An Efficient Zero-shot-capable Approach to End-to-End Entity Linking NAACL 2022 Relational Triple Extraction: One Step is Enough IJCAI 2022 Rethinking Knowledge Graph Evaluation Under the Open-World Assumption NeurIPS 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 Semantic Structure Based Query Graph Prediction for Question Answering over Knowledge Graph COLING 2022 SemEval 2022 Task 12: Symlink - Linking Mathematical Symbols to their Descriptions SemEval 2022 SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022 Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022 Show Me More Details: Discovering Hierarchies of Procedures from Semi-structured Web Data ACL 2022 SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022 Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning IJCAI 2022