: Published in Information Processing & Management , this paper presents a way to improve how distinct and interpretable topics are within a model.
: Best for smaller datasets where interpretability is key and computational resources are limited. tarea656
: This is the seminal paper by David Blei and colleagues that introduced the LDA model, forming the foundation for most modern topic modeling techniques. : Published in Information Processing & Management ,
: This arXiv paper provides a practical overview of a toolkit designed to streamline different scenarios like hierarchical and cross-lingual modeling. Foundational vs. Modern Approaches and future directions for the field.
: A comprehensive review available on Springer that categorizes methods, applications, and future directions for the field.