Language Models as Hierarchy Encoders
Paper
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2401.11374
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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.
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lawhy
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7
papers
about 1 month ago
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
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2112.10006
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Published
Exploring Large Language Models for Ontology Alignment
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2309.07172
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Published
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1
Language Model Analysis for Ontology Subsumption Inference
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2302.06761
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Published
Loong: Synthesize Long Chain-of-Thoughts at Scale through Verifiers
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2509.03059
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Published
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24
What Breaks Knowledge Graph based RAG? Empirical Insights into Reasoning under Incomplete Knowledge
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2508.08344
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Published
Language Models as Ontology Encoders
Paper
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2507.14334
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Published
lawhy
updated
4
models
8 months ago
Hierarchy-Transformers/HiT-MiniLM-L12-SnomedCT
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Hierarchy-Transformers/HiT-MPNet-WordNetNoun
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Hierarchy-Transformers/HiT-MiniLM-L12-WordNetNoun
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Hierarchy-Transformers/HiT-MiniLM-L6-WordNetNoun
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lawhy
updated
5
datasets
8 months ago
Hierarchy-Transformers/WordNetNoun
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534
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Hierarchy-Transformers/SnomedCT
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58.6M
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Hierarchy-Transformers/Schemaorg
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115k
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Hierarchy-Transformers/FoodOn
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3.37M
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Hierarchy-Transformers/DOID
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660k
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lawhy
updated
3
models
10 months ago