: Published in Information Processing & Management , this paper presents a way to improve how distinct and interpretable topics are within a model.
: 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 tarea656
: A comprehensive review available on Springer that categorizes methods, applications, and future directions for the field. : Published in Information Processing & Management ,
: This highly regarded paper from arXiv challenges current automated metrics and advocates for human-centered evaluation in neural models. though evaluation can be more complex.
: Typically use Variational Autoencoders (VAEs) and often outperform classical models on large-scale datasets, though evaluation can be more complex.