Large Language Models for Ontology Learning by Hamed Babaei Giglou at the Ontology Summit 2024

Ғылым және технология

Gary Berg-Cross is speaking on "Summary of some issues from Session 1 and some foundational issues for LLMs vs Cognitive/Symbolic systems" and Hamed Babaei Giglou is speaking on "Exploring LLMs for Ontology: Ontology Learning and Ontology" at the Ontology Summit 2024 on 6 March 2024.
The summit will survey current techniques that combine neural network machine learning with symbolic methods, especially methods based on ontologies and knowledge graphs.

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    @____2080_____3 ай бұрын

    It would be very interesting to see if the current way training that happens with NLP and GNNs are suitable enough architectures to support a usable Ontology. We may have to consider how are very human and organic sensory apparatuses are tightly wound to our symbolic language.

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    @____2080_____

    3 ай бұрын

    13:15 the very point of this question at this timestamp gets us to think that at the very foundation of hallucinations is that the NLP/LLM doesn’t know what the heck it’s doing. Could a future Ontological machine have a literal argument over concepts, and, like a living organism, may/may not be persuaded by additional data

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