Reasoning

Model-Based Diagnosis with Multiple Observations IJCAI 2019 Modeling Event Background for If-Then Commonsense Reasoning Using Context-aware Variational Autoencoder EMNLP 2019 Modular Materialisation of Datalog Programs AAAI 2019 Moral Permissibility of Action Plans AAAI 2019 Multi-hop Reading Comprehension through Question Decomposition and Rescoring ACL 2019 Multimodal Logical Inference System for Visual-Textual Entailment ACL 2019 Neuropathic Pain Diagnosis Simulator for Causal Discovery Algorithm Evaluation NeurIPS 2019 On Causal Identification under Markov Equivalence IJCAI 2019 On Limited Conjunctions and Partial Features in Parameter-Tractable Feature Logics AAAI 2019 On Multi-Cause Approaches to Causal Inference with Unobserved Counfounding: Two Cautionary Failure Cases and A Promising Alternative AISTATS 2019 On Open-Universe Causal Reasoning UAI 2019 On Structured Argumentation with Conditional Preferences AAAI 2019 On the Responsibility for Undecisiveness in Preferred and Stable Labellings in Abstract Argumentation (Extended Abstract) IJCAI 2019 Ontology-Mediated Query Answering over Log-Linear Probabilistic Data AAAI 2019 OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs ACL 2019 Operator Mutexes and Symmetries for Simplifying Planning Tasks AAAI 2019 Partial Awareness AAAI 2019 Perceiving the arrow of time in autoregressive motion NeurIPS 2019 Planning with State Abstractions for Non-Markovian Task Specifications RSS 2019 Playgol: Learning Programs Through Play IJCAI 2019 Preference Elicitation and Explanation in Iterative Planning IJCAI 2019 Probabilistic Alternating-Time µ-Calculus AAAI 2019 Profiles, Proxies, and Assumptions: Decentralized, Communications-Resilient Planning, Allocation, and Scheduling AAAI 2019 Program Synthesis and Semantic Parsing with Learned Code Idioms NeurIPS 2019 Qualitative Spatial Logic over 2D Euclidean Spaces Is Not Finitely Axiomatisable AAAI 2019