Using GPT Models for Knowledge Graphs and Ontologies

Anybody using/taking help of GPT models/Prompt Engineering to create Knowledge Graphs/Ontologies?

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Anybody using/taking help of GPT models/Prompt Engineering to create Knowledge Graphs/Ontologies?

· Sorted by Oldest

Matthias S.
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With my colleague Marion S. we do. we first implemented OLAF, our python ontology learning framework: https://gitlab.insa-rouen.fr/msesboue/ontology-learning We now have an LLM component for each task and are testing using them compared to more traditional appraoches. Another slictly different but interesting project is LLMs4OL: https://github.com/HamedBabaei/LLMs4OL Happy to discuss if you have any thoughts 🙂
Vladimir A.
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We at Ontotext have also used LLM to create taxonomies, ontologies, NEL, and extract events from text.
Aniket M.
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Matthias S. thanks for your resources, will go through them.
Aniket M.
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Vladimir A. awesome sounds interesting! May I know more about it or get more information on it.
Panos A.
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Hi, Aniket M., I have been using LLMs for KG development as well too, I am actually holding a course on this next week: https://learning.oreilly.com/live-events/knowledge-graphs-large-language-models-bootcamp/0636920091408/
👍1
Aniket M.
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Panos A. thanks a lot.
Ghislain A.
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Hello Aniket M. - you can also find this resource useful “LLM-based ontological extraction tools, including SPIRES” - https://github.com/monarch-initiative/ontogpt
Vladimir A.
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"extract events from text": see a blog and embedded video https://www.ontotext.com/blog/superpowers-of-ontotexts-relation-and-event-detector/
Vladimir A.
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And this seems interesting https://arxiv.org/abs/2307.03067

Matthias S.
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With my colleague Marion S. we do. we first implemented OLAF, our python ontology learning framework: https://gitlab.insa-rouen.fr/msesboue/ontology-learning We now have an LLM component for each task and are testing using them compared to more traditional appraoches. Another slictly different but interesting project is LLMs4OL: https://github.com/HamedBabaei/LLMs4OL Happy to discuss if you have any thoughts 🙂
Vladimir A.
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We at Ontotext have also used LLM to create taxonomies, ontologies, NEL, and extract events from text.
Aniket M.
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Matthias S. thanks for your resources, will go through them.
Aniket M.
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Vladimir A. awesome sounds interesting! May I know more about it or get more information on it.
Panos A.
·
Hi, Aniket M., I have been using LLMs for KG development as well too, I am actually holding a course on this next week: https://learning.oreilly.com/live-events/knowledge-graphs-large-language-models-bootcamp/0636920091408/
👍1
Aniket M.
·
Panos A. thanks a lot.
Ghislain A.
·
Hello Aniket M. - you can also find this resource useful “LLM-based ontological extraction tools, including SPIRES” - https://github.com/monarch-initiative/ontogpt
Vladimir A.
·
"extract events from text": see a blog and embedded video https://www.ontotext.com/blog/superpowers-of-ontotexts-relation-and-event-detector/
Vladimir A.
·
And this seems interesting https://arxiv.org/abs/2307.03067