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Knowledge Graphs

1534 directly classified papers

Papers per year

Papers

GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020
Entities as Experts: Sparse Memory Access with Entity Supervision EMNLP 2020
Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment EMNLP 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020
Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
PathQG: Neural Question Generation from Facts EMNLP 2020
ConceptBert: Concept-Aware Representation for Visual Question Answering EMNLP 2020
Scene Graph Modification Based on Natural Language Commands EMNLP 2020
On the Complementary Nature of Knowledge Graph Embedding, Fine Grain Entity Types, and Language Modeling EMNLP 2020
Can Knowledge Graph Embeddings Tell Us What Fact-checked Claims Are About? EMNLP 2020
Concept Wikification for COVID-19 EMNLP 2020
Diachronic Embeddings for People in the News EMNLP 2020
WAFFLE: A Graph for WordNet Applied to FreeForm Linguistic Exploration EMNLP 2020
ERLKG: Entity Representation Learning and Knowledge Graph based association analysis of COVID-19 through mining of unstructured biomedical corpora EMNLP 2020
Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification EMNLP 2020
Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization EMNLP 2020
Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks AAAI 2020
Differentiable Reasoning on Large Knowledge Bases and Natural Language AAAI 2020
Learning Triple Embeddings from Knowledge Graphs AAAI 2020
Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data AAAI 2020
Knowledge Graph Alignment with Entity-Pair Embedding EMNLP 2020
BoxE: A Box Embedding Model for Knowledge Base Completion NIPS 2020