A Manifold-Aware Topic Modeling Approach via Rank-Based Prototypes

T1Covered by 1 source · first reported by arXiv at 25 Sept, 04:00 UTC

arXiv:2609.29630v1 Announce Type: cross Abstract: Recent topic models leverage pretrained embeddings, but neural architectures produce latent representations without grounding in specific texts, and clustering-based pipelines assign representative documents only post hoc, relying on absolute…

science

Sources

• T1A Manifold-Aware Topic Modeling Approach via Rank-Based PrototypesarXiv25 Sept, 04:00