Knowledge & Reasoning

EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference CoNLL 2019 ERNIE: Enhanced Language Representation with Informative Entities ACL 2019 Event Representation Learning Enhanced with External Commonsense Knowledge EMNLP 2019 Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings ACL 2019 Evolutionary Learning of Existential Rules IJCAI 2019 Explainable Reasoning over Knowledge Graphs for Recommendation AAAI 2019 Explicit Utilization of General Knowledge in Machine Reading Comprehension ACL 2019 Exploiting Explicit Paths for Multi-hop Reading Comprehension ACL 2019 Exploring Knowledge Graphs in an Interpretable Composite Approach for Text Entailment AAAI 2019 Extracting Common Inference Patterns from Semi-Structured Explanations EMNLP 2019 Fact Discovery from Knowledge Base via Facet Decomposition NAACL 2019 Faster Dynamic Controllability Checking in Temporal Networks with Integer Bounds IJCAI 2019 Finding Justifications by Approximating Core for Large-scale Ontologies IJCAI 2019 Finding Minimal d-separators in Linear Time and Applications UAI 2019 Follow-Up Question Generation Using Neural Tensor Network-Based Domain Ontology Population in an Interview Coaching System Interspeech 2019 From Brain Space to Distributional Space: The Perilous Journeys of fMRI Decoding ACL 2019 From Horn-SRIQ to Datalog: A Data-Independent Transformation That Preserves Assertion Entailment AAAI 2019 From Surrogacy to Adoption; From Bitcoin to Cryptocurrency: Debate Topic Expansion ACL 2019 Frontier Search and Plan Reconstruction in Oversubscription Planning AAAI 2019 GamePad: A Learning Environment for Theorem Proving ICLR 2019 Generalized Planning via Abstraction: Arbitrary Numbers of Objects AAAI 2019 Generating and Sampling Orbits for Lifted Probabilistic Inference UAI 2019 Generating Discourse Inferences from Unscoped Episodic Logical Formulas ACL 2019 Generating Questions for Knowledge Bases via Incorporating Diversified Contexts and Answer-Aware Loss EMNLP 2019 GKR: Bridging the Gap between Symbolic/structural and Distributional Meaning Representations ACL 2019