For now, version as of June 2026… This probably changes quite a bit depending on whether you specifically need to make it work with LayoutLMv3, or whether any model/tool is acceptable as long as the resume parsing goal is met:
I would split this into two different tracks:
For now, it looks like many relevant building blocks already exist, but there still seems to be plenty of room:
I think this is a strong idea, especially because you are focusing on existing-process transformation rather than generic document generation.
A BRD is usually not hard because of the writing itself. It is hard because the source material is messy, incomplete, inconsistent,…
Wo sonst als unter der Dusche, ist mir vor meinem inneren Auge eine Zahl erschienen: 40 Prozent. Das, dachte ich, sei der Anteil der Geschäftsprozesse in einem typischen kleinen oder mittleren Unternehmen, der sich mit gezielten Workflows und KI-Automatisierungen sinnvoll bearbeiten lässt – komplett lokal, ohne dass auch nur ein Byte personenbezogene Daten einen US-Hyperscaler streift. Die…
Since PDFs come in a wide range of formats—from relatively well-structured documents to those that are almost entirely images—I believe OCR is the biggest challenge when creating a dataset based on PDFs. In any case, we can’t expect the same level of precision as with LaTeX. Furthermore, if we have an LLM generate the “Answer” part of Q&A pairs, the resulting data may be of questionable quality…