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 26–50 of 151 papers

Title	Date	Tasks	Status	Hype	Score
TempoQR: Temporal Question Reasoning over Knowledge Graphs	Dec 10, 2021	Entity EmbeddingsGraph Question Answering	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
Inductive Learning on Commonsense Knowledge Graph Completion	Sep 19, 2020	DecoderEntity Embeddings	CodeCode Available	1	5
Contextual Parameter Generation for Knowledge Graph Link Prediction	Apr 3, 2020	Entity EmbeddingsLink Prediction	CodeCode Available	1	5
MMEAD: MS MARCO Entity Annotations and Disambiguations	Sep 14, 2023	Entity Embeddings	CodeCode Available	1	5
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT	Nov 9, 2019	Entity EmbeddingsEntity Linking	CodeCode Available	0	5
Jointly Learning Entity and Relation Representations for Entity Alignment	Sep 20, 2019	Entity AlignmentEntity Embeddings	CodeCode Available	0	5
Context-Aware Composition of Agent Policies by Markov Decision Process Entity Embeddings and Agent Ensembles	Aug 28, 2023	Entity EmbeddingsKnowledge Graphs	CodeCode Available	0	5
Aligning Cross-Lingual Entities with Multi-Aspect Information	Oct 15, 2019	Entity AlignmentEntity Embeddings	CodeCode Available	0	5
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation	Nov 13, 2019	Entity EmbeddingsEntity Typing	CodeCode Available	0	5
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity Alignment	Sep 5, 2022	Entity AlignmentEntity Embeddings	CodeCode Available	0	5
A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge Graphs	Sep 20, 2022	Entity AlignmentEntity Embeddings	CodeCode Available	0	5
Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval	May 31, 2019	Entity EmbeddingsLanguage Modeling	CodeCode Available	0	5
Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense	Sep 6, 2021	Entity EmbeddingsKnowledge Graphs	CodeCode Available	0	5
End-to-End Neural Entity Linking	Aug 23, 2018	Entity DisambiguationEntity Embeddings	CodeCode Available	0	5
Informed Multi-context Entity Alignment	Jan 2, 2022	Entity AlignmentEntity Embeddings	CodeCode Available	0	5
Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs	May 16, 2017	Entity EmbeddingsKnowledge Graphs	CodeCode Available	0	5
EnCore: Fine-Grained Entity Typing by Pre-Training Entity Encoders on Coreference Chains	May 22, 2023	Entity EmbeddingsEntity Typing	CodeCode Available	0	5
Learning Category Trees for ID-Based Recommendation: Exploring the Power of Differentiable Vector Quantization	Aug 31, 2023	Click-Through Rate PredictionCollaborative Filtering	CodeCode Available	0	5
Incorporating Literals into Knowledge Graph Embeddings	Feb 3, 2018	Entity EmbeddingsKnowledge Graph Embeddings	CodeCode Available	0	5
Embedding-Based Entity Alignment Using Relation Structural Similarity	Sep 11, 2022	Entity AlignmentEntity Embeddings	CodeCode Available	0	5
ELDEN: Improved Entity Linking Using Densified Knowledge Graphs	Jun 1, 2018	Entity DisambiguationEntity Embeddings	CodeCode Available	0	5
A Deep Learning System for Predicting Size and Fit in Fashion E-Commerce	Jul 23, 2019	Collaborative FilteringEntity Embeddings	CodeCode Available	0	5
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities	Oct 10, 2024	Document RankingEntity Embeddings	CodeCode Available	0	5
An entity-guided text summarization framework with relational heterogeneous graph neural network	Feb 7, 2023	Entity EmbeddingsGraph Neural Network	CodeCode Available	0	5

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