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Entity Embeddings

Entity Embeddings is a technique for applying deep learning to tabular data. It involves representing the categorical data of an information systems entity with multiple dimensions.

Papers

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Showing 126–150 of 151 papers

TitleStatusHype
RelWalk -- A Latent Variable Model Approach to Knowledge Graph Embedding—0
BRIGHT -- Graph Neural Networks in Real-Time Fraud Detection—0
Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web—0
Entity Embedding as Game Representation—0
DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs—0
Entity Embeddings : Perspectives Towards an Omni-Modality Era for Large Language Models—0
Entity Embeddings with Conceptual Subspaces as a Basis for Plausible Reasoning—0
SE-GNN: Seed Expanded-Aware Graph Neural Network with Iterative Optimization for Semi-supervised Entity Alignment—0
Self-Attention Enhanced Selective Gate with Entity-Aware Embedding for Distantly Supervised Relation Extraction—0
SERAG: Semantic Entity Retrieval from Arabic Knowledge Graphs—0
Fast and scalable learning of neuro-symbolic representations of biomedical knowledge—0
GeoVectors: A Linked Open Corpus of OpenStreetMap Embeddings on World Scale—0
Global entity alignment with Gated Latent Space Neighborhood Aggregation—0
Abstract Graphs and Abstract Paths for Knowledge Graph Completion—0
Entity-Assisted Language Models for Identifying Check-worthy Sentences—0
Graph Neural Pre-training for Enhancing Recommendations using Side Information—0
Graph Reasoning for Explainable Cold Start Recommendation—0
Embedding Knowledge Graphs in Degenerate Clifford Algebras—0
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings—0
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users—0
Improving Entity Linking by Encoding Type Information into Entity Embeddings—0
Improving Entity Linking by Modeling Latent Entity Type Information—0
Dual Graph Embedding for Object-Tag LinkPrediction on the Knowledge Graph—0
Improving Question Answering over Knowledge Graphs Using Graph Summarization—0
Social World Knowledge: Modeling and Applications—0
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