OnT (Language Models as Ontology Encoder) - Complete Datasets
Description
Complete dataset collection for OnT (Language Models as Ontology Encoder), a language model-based framework for ontology embeddings. This collection enables effective representation of concepts as points in hyperbolic space and axioms as hierarchical relationships between concepts. Built upon HierarchyTransformer, OnT provides enhanced capabilities through specialized embedding techniques.
This collection includes 6 dataset files:
- ANATOMY_predict.zip: Training/validation for ANATOMY ontology
- ANATOMY_inference.zip: Inference/testing for ANATOMY ontology
- GALEN_predict.zip: Training/validation for GALEN ontology
- GALEN_inference.zip: Inference/testing for GALEN ontology
- GO_predict.zip: Training/validation for Gene Ontology
- GO_inference.zip: Inference/testing for Gene Ontology
Each dataset contains preprocessed data for ontological reasoning tasks. Pre-trained models are available on Hugging Face: https://huggingface.co/collections/Hui97/ontology-transformer-68e8fdea10cba273bfdc687c
Notes
This dataset collection is part of the OnT (Language Models as Ontology Encoder) project. Pre-trained models are available on Hugging Face: https://huggingface.co/collections/Hui97/ontology-transformer-68e8fdea10cba273bfdc687c
Files
ANATOMY_inference.zip
Files
(291.8 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:569e269708e79737add4e2c4ace7cb07
|
22.7 MB | Preview Download |
|
md5:196e8c06df0048d90c1abc6c2f3da8ed
|
22.2 MB | Preview Download |
|
md5:c48292f5b56a1f48d3e725aa03dfaaf4
|
14.2 MB | Preview Download |
|
md5:016f8dbd1f160b0a67addea518bed181
|
13.1 MB | Preview Download |
|
md5:80cc93287c240de574f337dcf46d0ef8
|
115.9 MB | Preview Download |
|
md5:d6afc378c41f0d69899fe47f37450689
|
103.8 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/HuiYang1997/OnT (URL)
- https://huggingface.co/collections/Hui97/ontology-transformer-68e8fdea10cba273bfdc687c (URL)