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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

Showing 150 of 151 papers

TitleStatusHype
RaTEScore: A Metric for Radiology Report GenerationCode4
Scalable Zero-shot Entity Linking with Dense Entity RetrievalCode2
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest SearchCode2
Relation-Aware Entity Alignment for Heterogeneous Knowledge GraphsCode1
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes AnalysisCode1
Entity-aware Transformers for Entity SearchCode1
Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural NetworksCode1
StarGraph: Knowledge Representation Learning based on Incomplete Two-hop SubgraphCode1
HyperTeNet: Hypergraph and Transformer-based Neural Network for Personalized List ContinuationCode1
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding AggregationCode1
Rethinking Graph Convolutional Networks in Knowledge Graph CompletionCode1
Query2Particles: Knowledge Graph Reasoning with Particle EmbeddingsCode1
Message Passing Query EmbeddingCode1
MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge GraphCode1
BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge GraphsCode1
RDF2Vec: RDF Graph Embeddings and Their ApplicationsCode1
Meta-Knowledge Transfer for Inductive Knowledge Graph EmbeddingCode1
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch SimilaritiesCode1
TransEdge: Translating Relation-contextualized Embeddings for Knowledge GraphsCode1
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
CoLAKE: Contextualized Language and Knowledge EmbeddingCode1
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question AnsweringCode1
Improving Entity Linking through Semantic Reinforced Entity EmbeddingsCode1
Complex Temporal Question Answering on Knowledge GraphsCode1
TempoQR: Temporal Question Reasoning over Knowledge GraphsCode1
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language ModelsCode1
Inductive Learning on Commonsense Knowledge Graph CompletionCode1
Contextual Parameter Generation for Knowledge Graph Link PredictionCode1
MMEAD: MS MARCO Entity Annotations and DisambiguationsCode1
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERTCode0
Jointly Learning Entity and Relation Representations for Entity AlignmentCode0
Context-Aware Composition of Agent Policies by Markov Decision Process Entity Embeddings and Agent EnsemblesCode0
Aligning Cross-Lingual Entities with Multi-Aspect InformationCode0
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language RepresentationCode0
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity AlignmentCode0
A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge GraphsCode0
Table2Vec: Neural Word and Entity Embeddings for Table Population and RetrievalCode0
Enhancing Natural Language Representation with Large-Scale Out-of-Domain CommonsenseCode0
End-to-End Neural Entity LinkingCode0
Informed Multi-context Entity AlignmentCode0
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge GraphsCode0
EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference ChainsCode0
Learning Category Trees for ID-Based Recommendation: Exploring the Power of Differentiable Vector QuantizationCode0
Incorporating Literals into Knowledge Graph EmbeddingsCode0
Embedding-Based Entity Alignment Using Relation Structural SimilarityCode0
ELDEN: Improved Entity Linking Using Densified Knowledge GraphsCode0
A Deep Learning System for Predicting Size and Fit in Fashion E-CommerceCode0
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with EntitiesCode0
An entity-guided text summarization framework with relational heterogeneous graph neural networkCode0
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