Unveiling the semantic structure of text documents using paragraph-aware Topic Models

Simón Roca-Sotelo, Jerónimo Arenas-García

Classic Topic Models are built under the Bag Of Words assumption, in which word position is ignored for simplicity. Besides, symmetric priors are typically used in most application…