Graph Embeddings

DYNOTEARS: Structure Learning from Time-Series Data AISTATS 2020 Entrainment2Vec: Embedding Entrainment for Multi-Party Dialogues AAAI 2020 Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data AAAI 2020 Faithful Embeddings for Knowledge Base Queries NeurIPS 2020 GAR: Graph Assisted Reasoning for Object Detection WACV 2020 Graph-based Syntactic Word Embeddings COLING 2020 Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings ACL 2020 Independence Promoted Graph Disentangled Networks AAAI 2020 Integrating External Event Knowledge for Script Learning COLING 2020 InteractE: Improving Convolution-Based Knowledge Graph Embeddings by Increasing Feature Interactions AAAI 2020 Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding NeurIPS 2020 Knowledge Association with Hyperbolic Knowledge Graph Embeddings EMNLP 2020 Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020 Learning Dynamic Context Graph Embedding ACML 2020 Learning to Correspond Dynamical Systems L4DC 2020 MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning EMNLP 2020 Neighborhood Matching Network for Entity Alignment ACL 2020 Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020 Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ACL 2020 Path Ranking with Attention to Type Hierarchies AAAI 2020 Relation Specific Transformations for Open World Knowledge Graph Completion COLING 2020 Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering EMNLP 2020 SEEK: Segmented Embedding of Knowledge Graphs ACL 2020 Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering EMNLP 2020 Temporal Network Embedding with High-Order Nonlinear Information AAAI 2020