Language Models as Hierarchy Encoders
Paper
• 2401.11374 • Published
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.
lawhy
authored 7 papers 4 months ago
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
Paper
• 2112.10006 • Published
Exploring Large Language Models for Ontology Alignment
Paper
• 2309.07172 • Published
• 1
Language Model Analysis for Ontology Subsumption Inference
Paper
• 2302.06761 • Published
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers
Paper
• 2509.03059 • Published
• 25
What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge
Paper
• 2508.08344 • Published
Language Models as Ontology Encoders
Paper
• 2507.14334 • Published
lawhy
updated 4 models 10 months ago
Hierarchy-Transformers/HiT-MiniLM-L12-SnomedCT
Feature Extraction • 33.4M • Updated
• 33 • 3
Hierarchy-Transformers/HiT-MPNet-WordNetNoun
Feature Extraction • 0.1B • Updated
• 39
Hierarchy-Transformers/HiT-MiniLM-L12-WordNetNoun
Feature Extraction • 33.4M • Updated
• 5.15k • • 2
Hierarchy-Transformers/HiT-MiniLM-L6-WordNetNoun
Feature Extraction • 22.7M • Updated
• 1
lawhy
updated 5 datasets 10 months ago
Hierarchy-Transformers/WordNetNoun
Viewer
• Updated
• 11.3M • 192 • 1
Hierarchy-Transformers/SnomedCT
Viewer
• Updated
• 58.6M • 113 • 5
Hierarchy-Transformers/Schemaorg
Viewer
• Updated
• 115k • 36
Hierarchy-Transformers/FoodOn
Viewer
• Updated
• 3.37M • 61
Hierarchy-Transformers/DOID
Viewer
• Updated
• 660k • 44
lawhy
updated 3 models about 1 year ago