Wu Shixiong's Large Model Academy
Wu Shixiong's Large Model Academy
Mar 22, 2026 · Artificial Intelligence

How to Overcome MinerU’s Top 9 Limitations for Reliable Document Parsing

This article examines MinerU’s strengths and nine critical shortcomings—such as reading order errors, split tables, merged cells, OCR misrecognition, formula handling, heading hierarchy loss, output inconsistency, hardware limits, and licensing issues—and provides concrete improvement strategies and interview‑ready talking points for engineers.

Document ParsingInterview TipsMinerU
0 likes · 12 min read
How to Overcome MinerU’s Top 9 Limitations for Reliable Document Parsing
Wu Shixiong's Large Model Academy
Wu Shixiong's Large Model Academy
Mar 20, 2026 · Artificial Intelligence

Mastering MinerU: Overcoming Its Top 9 Limitations for Reliable Document Parsing

This article examines MinerU's strengths and nine critical shortcomings—such as layout order errors, cross‑page table splits, merged‑cell failures, OCR misrecognition, and licensing issues—and provides concrete improvement strategies, interview‑ready resume bullets, and practical response frameworks for engineers.

LLMLayout AnalysisMinerU
0 likes · 13 min read
Mastering MinerU: Overcoming Its Top 9 Limitations for Reliable Document Parsing