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 51–75 of 151 papers

Title	Date	Tasks	Status	Score
Multi-relational Poincaré Graph Embeddings	May 23, 2019	Entity EmbeddingsKnowledge Graphs	CodeCode Available	5
Named Entity Disambiguation for Noisy Text	Jun 28, 2017	Entity DisambiguationEntity Embeddings	CodeCode Available	5
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment	Sep 5, 2022	Entity AlignmentEntity Embeddings	CodeCode Available	5
Entity Embeddings of Categorical Variables	Apr 22, 2016	ClusteringEntity Embeddings	CodeCode Available	5
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion	Jul 1, 2022	Entity EmbeddingsGraph Embedding	CodeCode Available	5
Knowledge Hypergraphs: Prediction Beyond Binary Relations	Jun 1, 2019	Entity EmbeddingsKnowledge Graph Completion	CodeCode Available	5
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction	Dec 18, 2023	Entity EmbeddingsLanguage Modeling	CodeCode Available	5
Ered: Enhanced Text Representations with Entities and Descriptions	Aug 18, 2022	Entity Embeddings	CodeCode Available	5
Merge and Label: A novel neural network architecture for nested NER	Jun 30, 2019	Entity Embeddingsnamed-entity-recognition	CodeCode Available	5
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs	May 16, 2017	Entity EmbeddingsKnowledge Graphs	CodeCode Available	5
DeepType: Multilingual Entity Linking by Neural Type System Evolution	Feb 3, 2018	Entity DisambiguationEntity Embeddings	CodeCode Available	5
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion	May 1, 2022	Entity EmbeddingsKnowledge Graph Completion	CodeCode Available	5
Capturing Knowledge of Emerging Entities From Extended Search Snippets	Mar 17, 2021	Entity Embeddings	CodeCode Available	5
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion	Apr 27, 2022	Entity EmbeddingsGraph Embedding	CodeCode Available	5
DBLPLink: An Entity Linker for the DBLP Scholarly Knowledge Graph	Sep 14, 2023	Entity EmbeddingsEntity Linking	CodeCode Available	5
A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings	Dec 1, 2020	Entity EmbeddingsMixture-of-Experts	CodeCode Available	5
Jointly Learning Entity and Relation Representations for Entity Alignment	Sep 20, 2019	Entity AlignmentEntity Embeddings	CodeCode Available	5
Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network	May 28, 2019	Entity EmbeddingsGraph Attention	CodeCode Available	5
Inductive Link Prediction in Knowledge Graphs using Path-based Neural Networks	Dec 16, 2023	Entity EmbeddingsInductive Link Prediction	CodeCode Available	5
Informed Multi-context Entity Alignment	Jan 2, 2022	Entity AlignmentEntity Embeddings	CodeCode Available	5
Gradient Flow of Energy: A General and Efficient Approach for Entity Alignment Decoding	Jan 23, 2024	Entity AlignmentEntity Embeddings	CodeCode Available	5
Inductive Logical Query Answering in Knowledge Graphs	Oct 13, 2022	Complex Query AnsweringEntity Embeddings	CodeCode Available	5
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy	Aug 11, 2020	Computational EfficiencyEntity Embeddings	CodeCode Available	5
Incorporating Literals into Knowledge Graph Embeddings	Feb 3, 2018	Entity EmbeddingsKnowledge Graph Embeddings	CodeCode Available	5
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation	Nov 13, 2019	Entity EmbeddingsEntity Typing	CodeCode Available	5

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