Knowledge Graph Conference 2024 - NER Demo

This was the first part of the two-part demo given for the Masterclass "The State of the Art Large Language Models for Knowledge Graph Construction from Text: Techniques, Tools, and Challenges" by Jennifer D'Souza and Nandana Mihindukulasooriya at the Knowledge Graph Conference 2024 https://www.knowledgegraph.tech/ . It focused on the task of term typing in the context of the wider task named entity recognition.

Reference

• Paper:

@InProceedings{10.1007/978-3-031-47240-4_22,
    author="Babaei Giglou, Hamed
            and D'Souza, Jennifer
            and Auer, S{\"o}ren",
    editor="Payne, Terry R.
            and Presutti, Valentina
            and Qi, Guilin
            and Poveda-Villal{\'o}n, Mar{\'i}a
            and Stoilos, Giorgos
            and Hollink, Laura
            and Kaoudi, Zoi
            and Cheng, Gong
            and Li, Juanzi",
    title="LLMs4OL: Large Language Models for Ontology Learning",
    booktitle="The Semantic Web -- ISWC 2023",
    year="2023",
    publisher="Springer Nature Switzerland",
    address="Cham",
    pages="408--427",
}

• LLMs4OL GitHub: https://github.com/HamedBabaei/LLMs4OL
• LLMs4OL Challenge @ ISWC-2024: https://sites.google.com/view/llms4ol