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 1–25 of 151 papers

Title	Date	Tasks	Status	Hype	Score
RaTEScore: A Metric for Radiology Report Generation	Jun 24, 2024	DiagnosticEntity Embeddings	CodeCode Available	4	5
OmniSearchSage: Multi-Task Multi-Entity Embeddings for Pinterest Search	Apr 25, 2024	Entity EmbeddingsImage Captioning	CodeCode Available	2	5
Scalable Zero-shot Entity Linking with Dense Entity Retrieval	Nov 10, 2019	Entity EmbeddingsEntity Linking	CodeCode Available	2	5
Rethinking Graph Convolutional Networks in Knowledge Graph Completion	Feb 8, 2022	Entity EmbeddingsGraph Embedding	CodeCode Available	1	5
CoLAKE: Contextualized Language and Knowledge Embedding	Oct 1, 2020	Entity EmbeddingsKnowledge Graph Completion	CodeCode Available	1	5
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs	Aug 22, 2019	Entity AlignmentEntity Embeddings	CodeCode Available	1	5
MMEAD: MS MARCO Entity Annotations and Disambiguations	Sep 14, 2023	Entity Embeddings	CodeCode Available	1	5
Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis	Apr 10, 2021	Entity EmbeddingsGraph Embedding	CodeCode Available	1	5
Improving Entity Linking through Semantic Reinforced Entity Embeddings	Jun 16, 2021	ArticlesEntity Embeddings	CodeCode Available	1	5
Message Passing Query Embedding	Feb 6, 2020	Entity EmbeddingsGraph Neural Network	CodeCode Available	1	5
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation	Mar 17, 2022	Entity EmbeddingsFederated Learning	CodeCode Available	1	5
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings	Apr 27, 2022	Complex Query AnsweringEntity Embeddings	CodeCode Available	1	5
AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models	Jul 18, 2023	Entity AlignmentEntity Embeddings	CodeCode Available	1	5
RDF2Vec: RDF Graph Embeddings and Their Applications	Nov 10, 2017	Entity EmbeddingsGeneral Knowledge	CodeCode Available	1	5
Complex Temporal Question Answering on Knowledge Graphs	Sep 18, 2021	16kEntity Embeddings	CodeCode Available	1	5
BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge Graphs	Jun 6, 2023	AttributeEntity Embeddings	CodeCode Available	1	5
Entity-aware Transformers for Entity Search	May 2, 2022	Entity EmbeddingsEntity Retrieval	CodeCode Available	1	5
Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering	Oct 6, 2022	Entity EmbeddingsGraph Neural Network	CodeCode Available	1	5
ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities	May 20, 2022	Entity AlignmentEntity Embeddings	CodeCode Available	1	5
Contextual Parameter Generation for Knowledge Graph Link Prediction	Apr 3, 2020	Entity EmbeddingsLink Prediction	CodeCode Available	1	5
Inductive Learning on Commonsense Knowledge Graph Completion	Sep 19, 2020	DecoderEntity Embeddings	CodeCode Available	1	5
InGram: Inductive Knowledge Graph Embedding via Relation Graphs	May 31, 2023	Entity EmbeddingsGraph Embedding	CodeCode Available	1	5
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding	Feb 3, 2023	Entity EmbeddingsGraph Embedding	CodeCode Available	1	5
HyperTeNet: Hypergraph and Transformer-based Neural Network for Personalized List Continuation	Oct 4, 2021	Entity Embeddings	CodeCode Available	1	5
MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph	Feb 3, 2020	Entity AlignmentEntity Embeddings	CodeCode Available	1	5

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