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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

Neural Tensor Networks with Diagonal Slice Matrices NAACL 2018 NewsReader at SemEval-2018 Task 5: Counting events by reasoning over event-centric-knowledge-graphs SemEval 2018 One-Shot Relational Learning for Knowledge Graphs EMNLP 2018 OpenKE: An Open Toolkit for Knowledge Embedding EMNLP 2018 Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures ACL 2018 Pseudo-Boolean Constraints from a Knowledge Representation Perspective IJCAI 2018 Reasoning about Betweenness and RCC8 Constraints in Qualitative Conceptual Spaces IJCAI 2018 Recent Advances in Querying Probabilistic Knowledge Bases IJCAI 2018 Relevance in Structured Argumentation IJCAI 2018 Repairing ASR output by Artificial Development and Ontology based Learning IJCAI 2018 Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations COLING 2018 Scalable Rule Learning via Learning Representation IJCAI 2018 Scene Graph Parsing as Dependency Parsing NAACL 2018 Semantic Representation of Data Science Programs IJCAI 2018 SimplE Embedding for Link Prediction in Knowledge Graphs NeurIPS 2018 SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach EMNLP 2018 Systems AI: A Declarative Learning Based Programming Perspective IJCAI 2018 Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018 The Web as a Knowledge-Base for Answering Complex Questions NAACL 2018 Towards Understanding the Geometry of Knowledge Graph Embeddings ACL 2018 Twitter Geolocation using Knowledge-Based Methods EMNLP 2018 Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision ACL 2018 Variational Knowledge Graph Reasoning NAACL 2018 Variational Network Inference: Strong and Stable with Concrete Support ICML 2018 Watch Your Step: Learning Node Embeddings via Graph Attention NeurIPS 2018