A configurable pipeline turns text corpora into quantitative semantic signals via embeddings, logprobs, and UMAP-based noise reduction for document positioning and corpus profiling.
Scan: a structural clustering algorithm for networks
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Text-as-Signal: Quantitative Semantic Scoring with Embeddings, Logprobs, and Noise Reduction
A configurable pipeline turns text corpora into quantitative semantic signals via embeddings, logprobs, and UMAP-based noise reduction for document positioning and corpus profiling.