KRR-Oxford / LLMap-Prelim

A preliminary investigation for ontology alignment (OM) with large language models (LLMs).

LLMap-Prelim

This repository contains code for the preliminary investigation of ontology alignment with large language models, using two challenging subsets extracted from the OAEI Bio-ML Track (2023).

The associated poster paper: "Exploring Large Language Models for Ontology Alignment", accepted at ISWC 2023 Posters & Demos.

Dependencies

• DeepOnto: https://github.com/KRR-Oxford/DeepOnto
• OpenAI API: https://platform.openai.com/docs/introduction

Studied LLMs

• Flan-t5-xxl: https://huggingface.co/google/flan-t5-xxl
• GPT-3.5: https://platform.openai.com/docs/models