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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

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 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 Explainable Reasoning over Knowledge Graphs for Recommendation AAAI 2019 Explicit Utilization of General Knowledge in Machine 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 Finding Justifications by Approximating Core for Large-scale Ontologies IJCAI 2019 Follow-Up Question Generation Using Neural Tensor Network-Based Domain Ontology Population in an Interview Coaching System Interspeech 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 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 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 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 Hyperbolic Heterogeneous Information Network Embedding AAAI 2019 Identifying and Explaining Discriminative Attributes EMNLP 2019 Improved Knowledge Graph Embedding Using Background Taxonomic Information AAAI 2019