Knowledge & Reasoning

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 Concept Extraction and Prerequisite Relation Learning from Educational Data 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 Counting and Sampling from Markov Equivalent DAGs Using Clique Trees AAAI 2019 Counting and Sampling Markov Equivalent Directed Acyclic Graphs AAAI 2019 Counting Complexity for Reasoning in Abstract Argumentation AAAI 2019 Course Concept Expansion in MOOCs with External Knowledge and Interactive Game ACL 2019 Cracking the Contextual Commonsense Code: Understanding Commonsense Reasoning Aptitude of Deep Contextual Representations EMNLP 2019 Cross-document coreference: An approach to capturing coreference without context EMNLP 2019 Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ACL 2019 CXPlain: Causal Explanations for Model Interpretation under Uncertainty NeurIPS 2019 Data Complexity and Rewritability of Ontology-Mediated Queries in Metric Temporal Logic under the Event-Based Semantics IJCAI 2019