遇见数据集

PAM Concept Discovery — Pre-computed Data (Model, Centroids, Cluster Assignments, Labels)

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Zenodo2026-03-15 更新2026-05-26 收录
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Pre-computed outputs for "From Topic to Transition Structure: Unsupervised Concept Discovery at Corpus Scale via Predictive Associative Memory." Contains the trained association model checkpoint (29.4M parameters, 150 epochs), k-means centroids at 6 granularities (k=50 to k=2,000), cluster assignments for 24.96M passages, and LLM-generated cluster labels for all 3,900 clusters. These files enable reproduction of evaluation results without retraining. Code at https://github.com/EridosAI/PAM-Concept-Discovery

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Zenodo
创建时间:
2026-03-15
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