Model Card for Model ID

This modelcard aims to be a base template for new models. It has been generated using this raw template.

Model Details

Model Description

ConstructionBERT is designed to facilitate ontology mapping tasks in the construction domain. Ontology mapping, or alignment, is crucial for integrating diverse data sources, enabling seamless information exchange, and enhancing interoperability among systems. By understanding and aligning different ontological representations, ConstructionBERT aids in standardizing terminologies and relationships within construction datasets. The bert version to process the training is https://huggingface.co/distilbert/distilbert-base-uncased.

Model Sources [optional]

The idea and process to create the model is based on https://github.com/KRR-Oxford/BERTMap/tree/main. The data for training of the model provided by: https://github.com/zhongyunshun/domain-corpora and https://www.sciencedirect.com/science/article/pii/S0926580524000529

We compined both approaches and fine tuned the data with already existing mapping files of OCQA and DiCON to various other ontologies. The training file is provided in the following:

Uses

The model should be used for ontology mapping tasks of OCQA and DiCON to other ontologies.

Downstream Use [optional] / Out-of-Scope Use

No furhter use cases are described or intended.