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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 3 days ago
EigentSearch-Q+: Enhancing Deep Research Agents with Structured Reasoning Tools
lawhy  authored a paper 3 days ago
Distilling Tool Knowledge into Language Models via Back-Translated Traces
lawhy  authored a paper 3 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 models 4

Hierarchy-Transformers/HiT-MiniLM-L12-SnomedCT

Feature Extraction • 33.4M • Updated Apr 24, 2025 • 256 • 7

Hierarchy-Transformers/HiT-MPNet-WordNetNoun

Feature Extraction • 0.1B • Updated Apr 24, 2025 • 38

Hierarchy-Transformers/HiT-MiniLM-L12-WordNetNoun

Feature Extraction • 33.4M • Updated Apr 24, 2025 • 524 • 4

Hierarchy-Transformers/HiT-MiniLM-L6-WordNetNoun

Feature Extraction • 22.7M • Updated Apr 24, 2025 • 53
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