Searching for specific papers on topic modeling involves looking at foundational research and state-of-the-art developments in and Latent Dirichlet Allocation (LDA) . Top Papers for Topic Modeling
: This highly regarded paper from arXiv challenges current automated metrics and advocates for human-centered evaluation in neural models. tarea656
: Typically use Variational Autoencoders (VAEs) and often outperform classical models on large-scale datasets, though evaluation can be more complex. Searching for specific papers on topic modeling involves
: 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