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

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–25 of 151 papers

Title	Date	Tasks	Status	Hype
RaTEScore: A Metric for Radiology Report Generation	Jun 24, 2024	DiagnosticEntity Embeddings	CodeCode Available	4
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search	Apr 25, 2024	Entity EmbeddingsImage Captioning	CodeCode Available	2
Scalable Zero-shot Entity Linking with Dense Entity Retrieval	Nov 10, 2019	Entity EmbeddingsEntity Linking	CodeCode Available	2
Rethinking Graph Convolutional Networks in Knowledge Graph Completion	Feb 8, 2022	Entity EmbeddingsGraph Embedding	CodeCode Available	1
CoLAKE: Contextualized Language and Knowledge Embedding	Oct 1, 2020	Entity EmbeddingsKnowledge Graph Completion	CodeCode Available	1
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs	Aug 22, 2019	Entity AlignmentEntity Embeddings	CodeCode Available	1
Message Passing Query Embedding	Feb 6, 2020	Entity EmbeddingsGraph Neural Network	CodeCode Available	1
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering	Oct 6, 2022	Entity EmbeddingsGraph Neural Network	CodeCode Available	1
HyperTeNet: Hypergraph and Transformer-based Neural Network for Personalized List Continuation	Oct 4, 2021	Entity Embeddings	CodeCode Available	1
InGram: Inductive Knowledge Graph Embedding via Relation Graphs	May 31, 2023	Entity EmbeddingsGraph Embedding	CodeCode Available	1
MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph	Feb 3, 2020	Entity AlignmentEntity Embeddings	CodeCode Available	1
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings	Apr 27, 2022	Complex Query AnsweringEntity Embeddings	CodeCode Available	1
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models	Jul 18, 2023	Entity AlignmentEntity Embeddings	CodeCode Available	1
RDF2Vec: RDF Graph Embeddings and Their Applications	Nov 10, 2017	Entity EmbeddingsGeneral Knowledge	CodeCode Available	1
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation	Mar 17, 2022	Entity EmbeddingsFederated Learning	CodeCode Available	1
BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge Graphs	Jun 6, 2023	AttributeEntity Embeddings	CodeCode Available	1
Complex Temporal Question Answering on Knowledge Graphs	Sep 18, 2021	16kEntity Embeddings	CodeCode Available	1
Entity-aware Transformers for Entity Search	May 2, 2022	Entity EmbeddingsEntity Retrieval	CodeCode Available	1
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities	May 20, 2022	Entity AlignmentEntity Embeddings	CodeCode Available	1
Contextual Parameter Generation for Knowledge Graph Link Prediction	Apr 3, 2020	Entity EmbeddingsLink Prediction	CodeCode Available	1
Improving Entity Linking through Semantic Reinforced Entity Embeddings	Jun 16, 2021	ArticlesEntity Embeddings	CodeCode Available	1
Inductive Learning on Commonsense Knowledge Graph Completion	Sep 19, 2020	DecoderEntity Embeddings	CodeCode Available	1
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding	Feb 3, 2023	Entity EmbeddingsGraph Embedding	CodeCode Available	1
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis	Apr 10, 2021	Entity EmbeddingsGraph Embedding	CodeCode Available	1
MMEAD: MS MARCO Entity Annotations and Disambiguations	Sep 14, 2023	Entity Embeddings	CodeCode Available	1

Show:10 25 50

← PrevPage 1 of 7Next →

No leaderboard results yet.