metadata
tags:
- insurance
This dataset contains question/answer pairs from a French home insurance (MRH: Multi-Risk Home Insurance).
It comes from structuring the following open sources:
- https://www.mma.fr/assurance-habitation.html
- https://cap.mma.fr/files/live/sites/mmafr/files/documents-cg/cg410/Habitation_MMA_410p.pdf
The objective of this dataset is to contribute to open source research projects aiming to, for instance:
- fine-tune LLMs on high-quality datasets, specializing them in the insurance domain
- develop new question/answer applications using Retrieval Augmented Generation (RAG) for insurance contracts
- assess the knowledge of language models in the insurance field
- more generally, apply LLMs to the insurance domain for better understanding and increased transparency of this industry.
Other datasets of the same kind (but on other types of insurance, other languages, or from different sources) are also available - or will be available soon - and are part of this research effort.