Preprint
Aug 2026
Interpretable Unsupervised Community Detection with LLM-Symbolized Structured Processes
LUCID, an LLM-guided, interpretable, training-free, and unsupervised community detection method, designed as a four-stage pipeline that achieves state-of-the-art performance and consistently outperforms leading unsupervised and semi-supervised baselines.
Aoting Zeng, Kai Wang, Jianwei Wang et al.
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