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Cell Entity Annotation

Cell Entity Annotation (CEA) is the task of annotating cells in a table with an entity from a knowledge base and is a subtask of Table Annotation. CEA problem labels are entities from knowledge bases such as DBpedia or WikiData. It usually is considered as a multi-class classification problem.

CEA can also be referred to in different works as the problem of entity linking, as it links a cell in a table to an entity.

Papers

Showing 110 of 13 papers

TitleStatusHype
Foundation Models Meet Imbalanced Single-Cell Data When Learning Cell Type AnnotationsCode1
JenTab Meets SemTab 2021's New ChallengesCode1
TURL: Table Understanding through Representation LearningCode1
Exploring Naive Bayes Classifiers for Tabular Data to Knowledge Graph Matching0
KGCODE-Tab Results for SemTab 20220
From Heuristics to Language Models: A Journey Through the Universe of Semantic Table Interpretation with DAGOBAH0
Results of SemTab 20220
Towards an Approach based on Knowledge Graph Refinement for Tabular Data to Knowledge Graph MatchingCode0
Kepler-aSI at SemTab 20210
DAGOBAH: Table and Graph Contexts for Efficient Semantic Annotation of Tabular Data0
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