Representation

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 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 Similarity as a Window into Vector- and Graph-Based Metrics EMNLP 2022