Knowledge & Reasoning

DatalogMTL: Computational Complexity and Expressive Power IJCAI 2019 DBee: A Database for Creating and Managing Knowledge Graphs and Embeddings EMNLP 2019 Declarative Question Answering over Knowledge Bases Containing Natural Language Text with Answer Set Programming AAAI 2019 Decompositional Argument Mining: A General Purpose Approach for Argument Graph Construction ACL 2019 Deep Learning with Relational Logic Representations IJCAI 2019 Deep Natural Language Understanding of News Text NAACL 2019 Determining the Number of Latent Factors in Statistical Multi-Relational Learning JMLR 2019 DFNets: Spectral CNNs for Graphs with Feedback-Looped Filters NeurIPS 2019 Differentiable Physics and Stable Modes for Tool-Use and Manipulation Planning - Extended Abtract IJCAI 2019 Disjunctive Normal Form for Multi-Agent Modal Logics Based on Logical Separability AAAI 2019 Distributed Representation of Words in Cause and Effect Spaces AAAI 2019 Domain-Size Aware Markov Logic Networks AISTATS 2019 Do We Need Many-valued Logics for Incomplete Information? IJCAI 2019 Do You Need Infinite Time? IJCAI 2019 DRUM: End-To-End Differentiable Rule Mining On Knowledge Graphs NeurIPS 2019 Duality of Link Prediction and Entailment Graph Induction ACL 2019 Dynamic logic of parallel propositional assignments and its applications to planning IJCAI 2019 Efficient Concept Induction for Description Logics AAAI 2019 Efficient Planning Under Uncertainty with Incremental Refinement UAI 2019 Efficient Search-Based Weighted Model Integration UAI 2019 Efficient Temporal Planning Using Metastates AAAI 2019 EL Embeddings: Geometric Construction of Models for the Description Logic EL++ IJCAI 2019 Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors ACL 2019 Enhancing Neural Data-To-Text Generation Models with External Background Knowledge EMNLP 2019 Enhancing Topic-to-Essay Generation with External Commonsense Knowledge ACL 2019