Knowledge & Reasoning

ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks 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 Reinforcement Learning Explainability via Model Transforms (Student Abstract) AAAI 2022 Reinforcement Learning of Causal Variables Using Mediation Analysis AAAI 2022 Relational Causal Models with Cycles: Representation and Reasoning CLeaR 2022 Relational Triple Extraction: One Step is Enough IJCAI 2022 Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction NAACL 2022 Relevant CommonSense Subgraphs for “What if...” Procedural Reasoning ACL 2022 Residual Similarity Based Conditional Independence Test and Its Application in Causal Discovery AAAI 2022 Resolving Inconsistencies in Simple Temporal Problems: A Parameterized Approach AAAI 2022 Rethinking Knowledge Graph Evaluation Under the Open-World Assumption NeurIPS 2022 Retrieval Augmentation for Commonsense Reasoning: A Unified Approach EMNLP 2022 Revisiting the general identifiability problem UAI 2022 Robust Direct Learning for Causal Data Fusion ACML 2022 Robust Hate Speech Detection via Mitigating Spurious Correlations AACL 2022 ROCK: Causal Inference Principles for Reasoning about Commonsense Causality ICML 2022 Role-based Multiplex Network Embedding ICML 2022 Root Cause Analysis of Failures in Microservices through Causal Discovery NeurIPS 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 Rushing and Strolling among Answer Sets – Navigation Made Easy AAAI 2022 Sample Constrained Treatment Effect Estimation NeurIPS 2022 Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models ICML 2022