Summary:
- NLP’s expanding real-world applications face a hurdle.
- Most NLP tasks assume clean, raw text data.
- In practice, many documents, especially legal ones, are visually structured, like PDFs.
- Visual Structured Documents (VSDs) pose challenges for content extraction.
- The discussion primarily focuses on text-only layered PDFs.
- These PDFs, although considered resolved, still present NLP challenges.