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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 1–50 of 151 papers

TitleStatusHype
RaTEScore: A Metric for Radiology Report GenerationCode4
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest SearchCode2
Scalable Zero-shot Entity Linking with Dense Entity RetrievalCode2
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch SimilaritiesCode1
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
Query2Particles: Knowledge Graph Reasoning with Particle EmbeddingsCode1
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding AggregationCode1
StarGraph: Knowledge Representation Learning based on Incomplete Two-hop SubgraphCode1
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question AnsweringCode1
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes AnalysisCode1
Relation-Aware Entity Alignment for Heterogeneous Knowledge GraphsCode1
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language ModelsCode1
Message Passing Query EmbeddingCode1
MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge GraphCode1
Entity-aware Transformers for Entity SearchCode1
RDF2Vec: RDF Graph Embeddings and Their ApplicationsCode1
Meta-Knowledge Transfer for Inductive Knowledge Graph EmbeddingCode1
TransEdge: Translating Relation-contextualized Embeddings for Knowledge GraphsCode1
Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural NetworksCode1
CoLAKE: Contextualized Language and Knowledge EmbeddingCode1
Improving Entity Linking through Semantic Reinforced Entity EmbeddingsCode1
BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge GraphsCode1
HyperTeNet: Hypergraph and Transformer-based Neural Network for Personalized List ContinuationCode1
Complex Temporal Question Answering on Knowledge GraphsCode1
Rethinking Graph Convolutional Networks in Knowledge Graph CompletionCode1
TempoQR: Temporal Question Reasoning over Knowledge GraphsCode1
Inductive Learning on Commonsense Knowledge Graph CompletionCode1
Contextual Parameter Generation for Knowledge Graph Link PredictionCode1
MMEAD: MS MARCO Entity Annotations and DisambiguationsCode1
ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion—0
DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs—0
Content-Based Personalized Recommender System Using Entity Embeddings—0
Improving Question Answering over Knowledge Graphs Using Graph Summarization—0
A Joint Training Framework for Open-World Knowledge Graph Embeddings—0
Improving Entity Linking by Modeling Latent Entity Type Information—0
Communication-Efficient Federated Knowledge Graph Embedding with Entity-Wise Top-K Sparsification—0
Apprendre des repr\'esentations jointes de mots et d'entit\'es pour la d\'esambigu\" d'entit\'es (Combining Word and Entity Embeddings for Entity Linking)—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
Graph Neural Pre-training for Enhancing Recommendations using Side Information—0
Global entity alignment with Gated Latent Space Neighborhood Aggregation—0
CNN-based Dual-Chain Models for Knowledge Graph Learning—0
Graph Reasoning for Explainable Cold Start Recommendation—0
Embedding Knowledge Graphs in Degenerate Clifford Algebras—0
A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models—0
CMed-GPT: Prompt Tuning for Entity-Aware Chinese Medical Dialogue Generation—0
Fast and scalable learning of neuro-symbolic representations of biomedical knowledge—0
Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings—0
Dual Graph Embedding for Object-Tag LinkPrediction on the Knowledge Graph—0
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