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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 101–125 of 151 papers

TitleStatusHype
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
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
Entity Embeddings of Categorical VariablesCode0
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERTCode0
Merge and Label: A novel neural network architecture for nested NERCode0
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation ExtractionCode0
Ered: Enhanced Text Representations with Entities and DescriptionsCode0
KRED: Knowledge-Aware Document Representation for News RecommendationsCode0
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic HierarchyCode0
DeepType: Multilingual Entity Linking by Neural Type System EvolutionCode0
SeDyT: A General Framework for Multi-Step Event Forecasting via Sequence Modeling on Dynamic Entity EmbeddingsCode0
Gradient Flow of Energy: A General and Efficient Approach for Entity Alignment DecodingCode0
Enhancing Natural Language Representation with Large-Scale Out-of-Domain CommonsenseCode0
Knowledge Hypergraphs: Prediction Beyond Binary RelationsCode0
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge GraphCode0
End-to-End Neural Entity LinkingCode0
EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference ChainsCode0
Word Embeddings for Entity-annotated TextsCode0
Multi-relational Poincaré Graph EmbeddingsCode0
Named Entity Disambiguation for Noisy TextCode0
Embedding-Based Entity Alignment Using Relation Structural SimilarityCode0
Aligning Cross-Lingual Entities with Multi-Aspect InformationCode0
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