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Representation

2,100 papers (7 classified directly here)

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Papers (including subtopics)

ParamE: Regarding Neural Network Parameters as Relation Embeddings for Knowledge Graph Completion AAAI 2020 PathQG: Neural Question Generation from Facts EMNLP 2020 Path Ranking with Attention to Type Hierarchies AAAI 2020 Penman: An Open-Source Library and Tool for AMR Graphs ACL 2020 Point at the Triple: Generation of Text Summaries from Knowledge Base Triples (Extended Abstract) IJCAI 2020 Popularity Agnostic Evaluation of Knowledge Graph Embeddings UAI 2020 Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models EMNLP 2020 Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020 Proportional Belief Merging AAAI 2020 Provenance for the Description Logic ELHr IJCAI 2020 QA2Explanation: Generating and Evaluating Explanations for Question Answering Systems over Knowledge Graph EMNLP 2020 Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It’s complicated! EMNLP 2020 Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases ACL 2020 Query Rewriting for Ontology-Mediated Conditional Answers AAAI 2020 Reasoning on Knowledge Graphs with Debate Dynamics AAAI 2020 Reasoning with Latent Structure Refinement for Document-Level Relation Extraction ACL 2020 Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs EMNLP 2020 Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks AAAI 2020 Relatedness and TBox-Driven Rule Learning in Large Knowledge Bases AAAI 2020 Relation Specific Transformations for Open World Knowledge Graph Completion COLING 2020 Resilient Logic Programs: Answer Set Programs Challenged by Ontologies AAAI 2020 Revisiting the Foundations of Abstract Argumentation – Semantics Based on Weak Admissibility and Weak Defense AAAI 2020 Rewriting the Description Logic ALCHIQ to Disjunctive Existential Rules IJCAI 2020 Rule-Guided Compositional Representation Learning on Knowledge Graphs AAAI 2020 Same Object, Different Grasps: Data and Semantic Knowledge for Task-Oriented Grasping CoRL 2020