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News/Bridging Network Psychometrics and Artificial Intelligence: An Ising-Potts Model with LLM-Derived Weights
arxiv
PublishedSeptember 15, 2026 at 4:00 AM

Bridging Network Psychometrics and Artificial Intelligence: An Ising-Potts Model with LLM-Derived Weights

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arXiv:2609.08797v2 Announce Type: replace-cross Abstract: The Potts model extends the Ising model to multinomial data. We introduce a Rater Ising-Potts model that uses agreement indicators between pairs of ratings and category labels, with weights derived from LLM embeddings. The model does not pres

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