Reasoning

Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing ICML 2021 Transporting Causal Mechanisms for Unsupervised Domain Adaptation ICCV 2021 Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction ACL 2021 Uncertain Decisions Facilitate Better Preference Learning NeurIPS 2021 UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference EMNLP 2021 Updating the Belief Promotion Operator IJCAI 2021 Using Online Planning and Acting to Recover from Cyberattacks on Software-defined Networks AAAI 2021 Verifiable Machine Ethics in Changing Contexts AAAI 2021 Visual Pivoting for (Unsupervised) Entity Alignment AAAI 2021 Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects AISTATS 2021 WinoLogic: A Zero-Shot Logic-based Diagnostic Dataset for Winograd Schema Challenge EMNLP 2021 A Bayesian Approach for Estimating Causal Effects from Observational Data AAAI 2020 Abstract Interpretation of Decision Tree Ensemble Classifiers AAAI 2020 Action Graphs for Goal Recognition Problems with Inaccurate Initial States (Student Abstract) AAAI 2020 Active Goal Recognition AAAI 2020 A Formal Approach for Cautious Reasoning in Answer Set Programming (Extended Abstract) IJCAI 2020 A Formal Hierarchy of RNN Architectures ACL 2020 A Framework for Measuring Information Asymmetry AAAI 2020 A Fully Rational Account of Structured Argumentation Under Resource Bounds IJCAI 2020 Aggregation of Perspectives Using the Constellations Approach to Probabilistic Argumentation AAAI 2020 algcomparison: Comparing the Performance of Graphical Structure Learning Algorithms with TETRAD JMLR 2020 Algorithmic recourse under imperfect causal knowledge: a probabilistic approach NeurIPS 2020 A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms ICLR 2020 Analysis of One-to-One Matching Mechanisms via SAT Solving: Impossibilities for Universal Axioms AAAI 2020 A New Approach to Plan-Space Explanation: Analyzing Plan-Property Dependencies in Oversubscription Planning AAAI 2020