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Graph Embeddings

214 directly classified papers

Papers per year

Papers

Joint Semantic and Distributional Word Representations with Multi-Graph Embeddings EMNLP 2019
Explainable Reasoning over Knowledge Graphs for Recommendation AAAI 2019
Graph Embedding with Shifted Inner Product Similarity and Its Improved Approximation Capability AISTATS 2019
Robust Graph Embedding with Noisy Link Weights AISTATS 2019
Representation Learning with Ordered Relation Paths for Knowledge Graph Completion EMNLP 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning EMNLP 2019
DyNMF: Role Analytics in Dynamic Social Networks IJCAI 2018
LinkNBed: Multi-Graph Representation Learning with Entity Linkage ACL 2018
Bootstrapping Entity Alignment with Knowledge Graph Embedding IJCAI 2018
Towards Understanding the Geometry of Knowledge Graph Embeddings ACL 2018
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018
Diffusion Maps for Textual Network Embedding NIPS 2018
Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018
Constructing Narrative Event Evolutionary Graph for Script Event Prediction IJCAI 2018
Watch Your Step: Learning Node Embeddings via Graph Attention NIPS 2018
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings ICML 2018
Twitter Geolocation using Knowledge-Based Methods EMNLP 2018
Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018
Adversarial Contrastive Estimation ACL 2018
Commonsense Knowledge Aware Conversation Generation with Graph Attention IJCAI 2018
Global Relation Embedding for Relation Extraction NAACL 2018
MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation IJCAI 2018
Non-translational Alignment for Multi-relational Networks IJCAI 2018
Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation? NAACL 2018
Bayesian inference on random simple graphs with power law degree distributions ICML 2017