Unverified50% confidenceFactExact time
表格压平成纯文本后数值结构丢失，而Markdown表格让表头与每行绑定，LLM对Markdown表格格式读取能力强。
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
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Related Claims
UnverifiedFeeding the messy text extracted from a raw PDF to an LLM wastes the context window and introduces hallucination triggers, whereas clean Markdown tables and heading levels can improve vector retrieval accuracy.67% similarUnverifiedMarkdown consumes far fewer Tokens than HTML for the same amount of information, and its semantic structure is clear, enabling the model to extract key information more efficiently.66% similarUnverifiedMarkdown is a plain-text format that can be directly input as tokens into the context window of a large language model without any additional parsing steps.66% similarUnverifiedPrompts should be written in Markdown format because large models have a more complete understanding of Markdown syntax; their structure can be divided into four modules: role definition, skills, output examples, and constraints.65% similar
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