Reasoning

Towards practical differentially private causal graph discovery NeurIPS 2020 Towards Scalable Bayesian Learning of Causal DAGs NeurIPS 2020 Towards Universal Languages for Tractable Ontology Mediated Query Answering AAAI 2020 Tractable Fragments of Datalog with Metric Temporal Operators IJCAI 2020 Tuning Causal Discovery Algorithms PGM 2020 Type-Aware Anchor Link Prediction across Heterogeneous Networks Based on Graph Attention Network AAAI 2020 Unbiased Scene Graph Generation From Biased Training CVPR 2020 Unsupervised Fact Checking by Counter-Weighted Positive and Negative Evidential Paths in A Knowledge Graph COLING 2020 Use of Claim Graphing and Argumentation Schemes in Biomedical Literature: A Manual Approach to Analysis COLING 2020 Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions EMNLP 2020 Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces AAAI 2020 Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences CVPR 2020 WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge ACL 2020 ABCD-Strategy: Budgeted Experimental Design for Targeted Causal Structure Discovery AISTATS 2019 ABox Abduction via Forgetting in ALC AAAI 2019 Abstracting Causal Models AAAI 2019 A Core Method for the Weak Completion Semantics with Skeptical Abduction (Extended Abstract) IJCAI 2019 Acting and Planning Using Operational Models AAAI 2019 Adaptive Planning with Evidence Based Prediction for Improved Fluency in Routine Human-Robot Collaborative Tasks AAAI 2019 A General Planning-Based Framework for Goal-Driven Conversation Assistant AAAI 2019 Allocating Planning Effort When Actions Expire AAAI 2019 A Logic-Driven Framework for Consistency of Neural Models EMNLP 2019 A Modal Characterization Theorem for a Probabilistic Fuzzy Description Logic IJCAI 2019 An Abstraction-Based Method for Verifying Strategic Properties in Multi-Agent Systems with Imperfect Information AAAI 2019 An Algorithm to Learn Polytree Networks with Hidden Nodes NeurIPS 2019