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 126–150 of 151 papers

Title	Date	Tasks	Status
Incorporating Literals into Knowledge Graph Embeddings	Feb 3, 2018	Entity EmbeddingsKnowledge Graph Embeddings	CodeCode Available
ELDEN: Improved Entity Linking Using Densified Knowledge Graphs	Jun 1, 2018	Entity DisambiguationEntity Embeddings	CodeCode Available
Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks	Dec 16, 2023	Entity EmbeddingsInductive Link Prediction	CodeCode Available
Inductive Logical Query Answering in Knowledge Graphs	Oct 13, 2022	Complex Query AnsweringEntity Embeddings	CodeCode Available
Informed Multi-context Entity Alignment	Jan 2, 2022	Entity AlignmentEntity Embeddings	CodeCode Available
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities	Oct 10, 2024	Document RankingEntity Embeddings	CodeCode Available
SocialVec: Social Entity Embeddings	Nov 5, 2021	Entity EmbeddingsWord Embeddings	CodeCode Available
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network	May 28, 2019	Entity EmbeddingsGraph Attention	CodeCode Available
Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval	May 31, 2019	Entity EmbeddingsLanguage Modeling	CodeCode Available
Jointly Learning Entity and Relation Representations for Entity Alignment	Sep 20, 2019	Entity AlignmentEntity Embeddings	CodeCode Available
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings	Jan 31, 2025	Entity EmbeddingsKnowledge Graph Embeddings	CodeCode Available
A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge Graphs	Sep 20, 2022	Entity AlignmentEntity Embeddings	CodeCode Available
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation	Nov 13, 2019	Entity EmbeddingsEntity Typing	CodeCode Available
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs	May 16, 2017	Entity EmbeddingsKnowledge Graphs	CodeCode Available
An entity-guided text summarization framework with relational heterogeneous graph neural network	Feb 7, 2023	Entity EmbeddingsGraph Neural Network	CodeCode Available
Unlocking the Power of Large Language Models for Entity Alignment	Feb 23, 2024	Code TranslationEntity Alignment	CodeCode Available
Context-Aware Composition of Agent Policies by Markov Decision Process Entity Embeddings and Agent Ensembles	Aug 28, 2023	Entity EmbeddingsKnowledge Graphs	CodeCode Available
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment	Sep 5, 2022	Entity AlignmentEntity Embeddings	CodeCode Available
Learning Category Trees for ID-Based Recommendation: Exploring the Power of Differentiable Vector Quantization	Aug 31, 2023	Click-Through Rate PredictionCollaborative Filtering	CodeCode Available
Capturing Knowledge of Emerging Entities From Extended Search Snippets	Mar 17, 2021	Entity Embeddings	CodeCode Available
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion	May 1, 2022	Entity EmbeddingsKnowledge Graph Completion	CodeCode Available
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion	Apr 27, 2022	Entity EmbeddingsGraph Embedding	CodeCode Available
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion	Jul 1, 2022	Entity EmbeddingsGraph Embedding	CodeCode Available
Relation Extraction with Contextualized Relation Embedding (CRE)	Nov 19, 2020	Entity EmbeddingsRelation	CodeCode Available
A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings	Dec 1, 2020	Entity EmbeddingsMixture-of-Experts	CodeCode Available

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