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Hierarchy Transformers (HiTs)

university
KRR-Oxford/HierarchyTransformers
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AI & ML interests

This collection includes language models trained on hierarchies using hyperbolic losses. The resulting HiT models yield entity embeddings that are hierarchically organised in hyperbolic space.

Recent Activity

lawhy  authored a paper 16 days ago
Language Models as Hierarchy Encoders
lawhy  authored a paper 16 days ago
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
lawhy  authored a paper 16 days ago
Exploring Large Language Models for Ontology Alignment
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Yuan He's profile picture Jiaoyan Chen's profile picture Moy Yuan's profile picture

Hierarchy-Transformers 's datasets 5

Hierarchy-Transformers/WordNetNoun

Viewer • Updated Apr 24 • 11.3M • 76 • 1

Hierarchy-Transformers/SnomedCT

Viewer • Updated Apr 24 • 58.6M • 66 • 5

Hierarchy-Transformers/Schemaorg

Viewer • Updated Apr 24 • 115k • 31

Hierarchy-Transformers/FoodOn

Viewer • Updated Apr 24 • 3.37M • 47

Hierarchy-Transformers/DOID

Viewer • Updated Apr 24 • 660k • 41
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