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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 about 1 month ago
Language Models as Hierarchy Encoders
lawhy  authored a paper about 1 month ago
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
lawhy  authored a paper about 1 month 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 models 4

Hierarchy-Transformers/HiT-MiniLM-L12-SnomedCT

Feature Extraction • 33.4M • Updated Apr 24 • 47 • 2

Hierarchy-Transformers/HiT-MPNet-WordNetNoun

Feature Extraction • 0.1B • Updated Apr 24 • 21

Hierarchy-Transformers/HiT-MiniLM-L12-WordNetNoun

Feature Extraction • 33.4M • Updated Apr 24 • 176 • 1

Hierarchy-Transformers/HiT-MiniLM-L6-WordNetNoun

Feature Extraction • 22.7M • Updated Apr 24 • 29
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