Knowledge & Reasoning

Model-Free and Model-Based Policy Evaluation when Causality is Uncertain ICML 2021 Modeling Entity Knowledge for Fact Verification EMNLP 2021 Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs NAACL 2021 Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering ACL 2021 Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning ACL 2021 Multivalent Entailment Graphs for Question Answering EMNLP 2021 Multi-view Inference for Relation Extraction with Uncertain Knowledge AAAI 2021 Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning NeurIPS 2021 NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases EMNLP 2021 Neighborhood Intervention Consistency: Measuring Confidence for Knowledge Graph Link Prediction IJCAI 2021 NEO: A System for Identifying New Emerging Occupation from Job Ads AAAI 2021 Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction NeurIPS 2021 Neural Circuit Synthesis from Specification Patterns NeurIPS 2021 Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs AAAI 2021 Neural Natural Logic Inference for Interpretable Question Answering EMNLP 2021 Neural-Symbolic Commonsense Reasoner with Relation Predictors ACL 2021 Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks ACL 2021 Neural Unification for Logic Reasoning over Natural Language EMNLP 2021 Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract) AAAI 2021 On Belief Change for Multi-Label Classifier Encodings IJCAI 2021 On Cycles, Attackers and Supporters --- A Contribution to The Investigation of Dynamics in Abstract Argumentation IJCAI 2021 On Exploiting Hitting Sets for Model Reconciliation AAAI 2021 Online Action Recognition AAAI 2021 Online Learning of Action Models for PDDL Planning IJCAI 2021 On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021