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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 18 days ago
EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools
lawhy  authored a paper 18 days ago
Distilling Tool Knowledge into Language Models via Back-Translated Traces
lawhy  authored a paper 18 days ago
GR-Agent: Adaptive Graph Reasoning Agent under Incomplete Knowledge
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Yuan He's profile picture Moy Yuan's profile picture Jiaoyan Chen's profile picture

Hierarchy-Transformers 's datasets 5

Hierarchy-Transformers/WordNetNoun

Viewer • Updated Apr 24, 2025 • 11.3M • 317 • 3

Hierarchy-Transformers/SnomedCT

Viewer • Updated Apr 24, 2025 • 58.6M • 228 • 7

Hierarchy-Transformers/Schemaorg

Viewer • Updated Apr 24, 2025 • 115k • 46

Hierarchy-Transformers/FoodOn

Viewer • Updated Apr 24, 2025 • 3.37M • 55

Hierarchy-Transformers/DOID

Viewer • Updated Apr 24, 2025 • 660k • 46
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