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Graph Embeddings

214 directly classified papers

Papers per year

Papers

Entrainment2Vec: Embedding Entrainment for Multi-Party Dialogues AAAI 2020
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction ACL 2020
Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data AAAI 2020
Independence Promoted Graph Disentangled Networks AAAI 2020
Dual Attention Network for Cross-lingual Entity Alignment COLING 2020
Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences CVPR 2020
DYNOTEARS: Structure Learning from Time-Series Data AISTATS 2020
Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings ACL 2020
Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020
Learning to Correspond Dynamical Systems L4DC 2020
Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ACL 2020
Neighborhood Matching Network for Entity Alignment ACL 2020
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph EMNLP 2020
Debiasing knowledge graph embeddings EMNLP 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph EMNLP 2020
Faithful Embeddings for Knowledge Base Queries NIPS 2020
Graph-based Syntactic Word Embeddings COLING 2020
Relation Specific Transformations for Open World Knowledge Graph Completion COLING 2020
Duality of Link Prediction and Entailment Graph Induction ACL 2019
Unsupervised Embedding Enhancements of Knowledge Graphs using Textual Associations IJCAI 2019
CaRe: Open Knowledge Graph Embeddings EMNLP 2019
GKR: Bridging the Gap between Symbolic/structural and Distributional Meaning Representations ACL 2019
An Open-World Extension to Knowledge Graph Completion Models AAAI 2019
Learning to Transfer Relational Representations through Analogy AAAI 2019
Reasoning Over Paths via Knowledge Base Completion EMNLP 2019