Reasoning

Causal Discovery with General Non-Linear Relationships using Non-Linear ICA UAI 2019 Causal Embeddings for Recommendation: An Extended Abstract IJCAI 2019 Causal Inference Under Interference And Network Uncertainty UAI 2019 Cautious Rule-Based Collective Inference IJCAI 2019 Certifying the True Error: Machine Learning in Coq with Verified Generalization Guarantees AAAI 2019 Chains-of-Reasoning at TextGraphs 2019 Shared Task: Reasoning over Chains of Facts for Explainable Multi-hop Inference EMNLP 2019 Characterization and Learning of Causal Graphs with Latent Variables from Soft Interventions NeurIPS 2019 Chasing Sets: How to Use Existential Rules for Expressive Reasoning IJCAI 2019 Closed-World Semantics for Conjunctive Queries with Negation over ELH-bottom Ontologies IJCAI 2019 Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference AAAI 2019 Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge ACL 2019 Commonsense inference in human-robot communication EMNLP 2019 Commonsense Inference in Natural Language Processing (COIN) - Shared Task Report EMNLP 2019 Comparing Options with Argument Schemes Powered by Cancellation IJCAI 2019 Compilation of Logical Arguments IJCAI 2019 Complexity Bounds for the Controllability of Temporal Networks with Conditions, Disjunctions, and Uncertainty (Extended Abstract) IJCAI 2019 Complexity of Abstract Argumentation under a Claim-Centric View AAAI 2019 Complexity of Fundamental Problems in Probabilistic Abstract Argumentation: Beyond Independence (Extended Abstract) IJCAI 2019 Complexity of Inconsistency-Tolerant Query Answering in Datalog+/– under Cardinality-Based Repairs AAAI 2019 Computing Argumentative Explanations in Bipolar Argumentation Frameworks AAAI 2019 Conditional Network Embeddings ICLR 2019 Constraint-based Causal Structure Learning with Consistent Separating Sets NeurIPS 2019 Counterfactual Randomization: Rescuing Experimental Studies from Obscured Confounding AAAI 2019 Counterfactual Reasoning in Observational Studies AAAI 2019 CounterFactual Regression with Importance Sampling Weights IJCAI 2019