Reasoning

Annotation of Rhetorical Moves in Biochemistry Articles ACL 2019 An Open-World Extension to Knowledge Graph Completion Models AAAI 2019 Anytime Bottom-Up Rule Learning for Knowledge Graph Completion IJCAI 2019 A Potential Outcomes Calculus for Identifying Conditional Path-Specific Effects AISTATS 2019 Approximate Causal Abstractions UAI 2019 Approximate Stream Reasoning with Metric Temporal Logic under Uncertainty AAAI 2019 A PSPACE Subclass of Dependency Quantified Boolean Formulas and Its Effective Solving AAAI 2019 Are Disentangled Representations Helpful for Abstract Visual Reasoning? NeurIPS 2019 A Refined Understanding of Cost-optimal Planning with Polytree Causal Graphs IJCAI 2019 A Replication Study of Semantics in Argumentation IJCAI 2019 ASP-based Discovery of Semi-Markovian Causal Models under Weaker Assumptions IJCAI 2019 A Survey on Hierarchical Planning – One Abstract Idea, Many Concrete Realizations IJCAI 2019 A Tractable, Expressive, and Eventually Complete First-Order Logic of Limited Belief IJCAI 2019 Automated Rule Base Completion as Bayesian Concept Induction AAAI 2019 Automated Verification of Social Laws for Continuous Time Multi-Robot Systems AAAI 2019 Automatic Verification of FSA Strategies via Counterexample-Guided Local Search for Invariants IJCAI 2019 A Weighted Mini-Bucket Bound for Solving Influence Diagram UAI 2019 Belief Change and Non-Monotonic Reasoning Sans Compactness AAAI 2019 Beyond Structural Causal Models: Causal Constraints Models UAI 2019 Bringing Order to Chaos – A Compact Representation of Partial Order in SAT-Based HTN Planning AAAI 2019 Building Causal Graphs from Medical Literature and Electronic Medical Records AAAI 2019 CaRe: Open Knowledge Graph Embeddings EMNLP 2019 Causal Calculus in the Presence of Cycles, Latent Confounders and Selection Bias UAI 2019 Causal Discovery in the Presence of Missing Data AISTATS 2019 Causal Discovery with Cascade Nonlinear Additive Noise Model IJCAI 2019