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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

Learning Semantic Annotations for Tabular Data IJCAI 2019 Learning to Detect Human-Object Interactions With Knowledge CVPR 2019 Learning to Transfer Relational Representations through Analogy AAAI 2019 LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion AAAI 2019 Linguistically-Driven Strategy for Concept Prerequisites Learning on Italian ACL 2019 Linking Educational Resources on Data Science AAAI 2019 Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding AAAI 2019 Machine Reading Comprehension Using Structural Knowledge Graph-aware Network EMNLP 2019 Markov Logic Networks for Knowledge Base Completion: A Theoretical Analysis Under the MCAR Assumption UAI 2019 Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs EMNLP 2019 Meta-Semantic Representation for Early Detection of Alzheimer’s Disease ACL 2019 Mixed-World Reasoning with Existential Rules under Active-Domain Semantics IJCAI 2019 Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment EMNLP 2019 Modeling MWEs in BTB-WN ACL 2019 Modeling Paths for Explainable Knowledge Base Completion ACL 2019 Modular Materialisation of Datalog Programs AAAI 2019 Multi-relational Poincaré Graph Embeddings NeurIPS 2019 Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering AAAI 2019 Multi-view Knowledge Graph Embedding for Entity Alignment IJCAI 2019 Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs IJCAI 2019 Neural Program Induction for KBQA Without Gold Programs or Query Annotations IJCAI 2019 Neural Relation Extraction for Knowledge Base Enrichment ACL 2019 Node Embeddings for Graph Merging: Case of Knowledge Graph Construction EMNLP 2019 Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models NeurIPS 2019 On Completing Sparse Knowledge Base with Transitive Relation Embedding AAAI 2019