Knowledge & Reasoning

A Decade of Knowledge Graphs in Natural Language Processing: A Survey AACL 2022 A Distribution Free Conditional Independence Test with Applications to Causal Discovery JMLR 2022 A Double-Graph Based Framework for Frame Semantic Parsing NAACL 2022 Adversarial Explanations for Knowledge Graph Embeddings IJCAI 2022 A Framework for Adapting Pre-Trained Language Models to Knowledge Graph Completion EMNLP 2022 A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing EMNLP 2022 A Hierarchical N-Gram Framework for Zero-Shot Link Prediction EMNLP 2022 A Hybrid Algorithm for Learning Causal Networks using Uncertain Experts’ Knowledge PGM 2022 A Hybrid Causal Structure Learning Algorithm for Mixed-Type Data AAAI 2022 AKB-48: A Real-World Articulated Object Knowledge Base CVPR 2022 A Knowledge-Graph-Based Intrinsic Test for Benchmarking Medical Concept Embeddings and Pretrained Language Models EMNLP 2022 ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations AAAI 2022 Almost Optimal Universal Lower Bound for Learning Causal DAGs with Atomic Interventions AISTATS 2022 A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space EMNLP 2022 A Multivariate Causal Discovery based on Post-Nonlinear Model CLeaR 2022 A Multivariate Complexity Analysis of Qualitative Reasoning Problems IJCAI 2022 An Accurate Unsupervised Method for Joint Entity Alignment and Dangling Entity Detection ACL 2022 An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects NeurIPS 2022 An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs EMNLP 2022 An Axiomatic Approach to Revising Preferences AAAI 2022 Ancestral Instrument Method for Causal Inference without Complete Knowledge IJCAI 2022 An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism ACL 2022 A New Concept of Knowledge based Question Answering (KBQA) System for Multi-hop Reasoning NAACL 2022 Annotated Sequent Calculi for Paraconsistent Reasoning and Their Relations to Logical Argumentation IJCAI 2022 An Ontological Approach towards Automatic Creation of Infographics from Formal Text (Student Abstract) AAAI 2022