0.25
0.5
0.75
1.25
1.5
1.75
2
Taxonomy Inference for Tabular Data Using Large Language Models
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Presentation
Taxonomy Inference for Tabular Data Using Large Language Models00:00
Taxonomy Inference for Tabular Data00:09
Taxonomy Inference for Tabular Data00:46
How to Infer Taxonomy for Tabular Data?01:11
Embedding-based Method for Taxonomy Inference (EmTT)01:45
EmTT – Identify Top Level Types01:57
EmTT – Identify Conceptual Model Attributes02:36
EmTT – Infer Type Hierarchy02:55
EmTT – Infer Type Hierarchy03:12
Generative Method for Taxonomy Inference (GeTT)04:25
GeTT - Table Entity Type Generation04:31
GeTT - Type Hierarchy Construction05:04
Experiments06:17
Experiments06:45
Experiments07:20
Taxonomy Inference Effectiveness08:12
Taxonomy Inference Effectiveness08:54
Conclusions10:41