Knowledge & Reasoning

Global Textual Relation Embedding for Relational Understanding ACL 2019 GrapAL: Connecting the Dots in Scientific Literature ACL 2019 Graph-Based Meaning Representations: Design and Processing ACL 2019 Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability AISTATS 2019 Graph Enhanced Cross-Domain Text-to-SQL Generation EMNLP 2019 Harmonizing Different Lemmatization Strategies for Building a Knowledge Base of Linguistic Resources for Latin ACL 2019 High-Dimensional Poisson Structural Equation Model Learning via ℓ_1-Regularized Regression JMLR 2019 HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving ICML 2019 How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP 2019 How Well Do Machines Perform on IQ tests: a Comparison Study on a Large-Scale Dataset IJCAI 2019 Hyperbolic Heterogeneous Information Network Embedding AAAI 2019 Identification of Conditional Causal Effects under Markov Equivalence NeurIPS 2019 Identifying and Explaining Discriminative Attributes EMNLP 2019 Identifying Bottlenecks in Practical SAT-Based Model Finding for First-Order Logic Ontologies with Datasets AAAI 2019 Identifying Causal Effects via Context-specific Independence Relations NeurIPS 2019 Identifying Predictive Causal Factors from News Streams EMNLP 2019 Improved Knowledge Graph Embedding Using Background Taxonomic Information AAAI 2019 Improving Distantly-Supervised Relation Extraction with Joint Label Embedding EMNLP 2019 Improving Natural Language Inference Using External Knowledge in the Science Questions Domain AAAI 2019 Improving Neural Entity Disambiguation with Graph Embeddings ACL 2019 Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader ACL 2019 Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs EMNLP 2019 Incorporating Visual Semantics into Sentence Representations within a Grounded Space EMNLP 2019 Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings ACL 2019 Inferring Heterogeneous Causal Effects in Presence of Spatial Confounding ICML 2019