This repository contains our implementation of the ontology matching framework in the paper: Ontology Matching using Textual Class Descriptions
Dependencies can be installed using requirements.txt
- All the data used can be found in data directory. The extended versions of the datasets are also available (denoted as yago-wikidata+, schema-wikidata+).
- The data_script directory contains a Jupyter notebook detailing how we crawled the data, cleaned it, and converted it to OAEI standard format.
Dataset | #Classes | #Gold Mappings |
---|---|---|
NELL / DBpedia | 134/138 | 129 |
Wikidata / YAGO | 304/304 | 304 |
Schema / Wikidata | 343/343 | 343 |
- To evaluate the TEXTO matching system on different datasets:run directly main.ipynb file, remember to change the data_path to corresponding dataset