Tarea656

: Typically use Variational Autoencoders (VAEs) and often outperform classical models on large-scale datasets, though evaluation can be more complex.

: Published in Information Processing & Management , this paper presents a way to improve how distinct and interpretable topics are within a model. tarea656

Towards the TopMost: A Topic Modeling System Toolkit - arXiv : Typically use Variational Autoencoders (VAEs) and often

: This is the seminal paper by David Blei and colleagues that introduced the LDA model, forming the foundation for most modern topic modeling techniques. tarea656

: This highly regarded paper from arXiv challenges current automated metrics and advocates for human-centered evaluation in neural models.