Knowledge & Reasoning

HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022 Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset EMNLP 2022 Identifiability of sparse causal effects using instrumental variables UAI 2022 Identification in Tree-shaped Linear Structural Causal Models AISTATS 2022 Identification of Linear Non-Gaussian Latent Hierarchical Structure ICML 2022 Identifying relevant common sense information in knowledge graphs ACL 2022 Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment EMNLP 2022 Improving Entity Disambiguation by Reasoning over a Knowledge Base NAACL 2022 Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers EMNLP 2022 Improving Scene Graph Classification by Exploiting Knowledge from Texts AAAI 2022 Improving Subgraph Recognition With Variational Graph Information Bottleneck CVPR 2022 Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs ACL 2022 Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022 Incomplete Argumentation Frameworks: Properties and Complexity AAAI 2022 Inconsistent Planning: When in Doubt, Toss a Coin! AAAI 2022 Incorporating Causal Analysis into Diversified and Logical Response Generation COLING 2022 In Data We Trust: The Logic of Trust-Based Beliefs IJCAI 2022 Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models NeurIPS 2022 Inductive Logical Query Answering in Knowledge Graphs NeurIPS 2022 Inductive Relation Prediction by BERT AAAI 2022 Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022 Inference and Learning with Model Uncertainty in Probabilistic Logic Programs AAAI 2022 Injecting Logical Constraints into Neural Networks via Straight-Through Estimators ICML 2022 Instance-based Learning for Knowledge Base Completion NeurIPS 2022