智谱清言专业润色需分步提示：先用学科定制基础提示词保术语、顺语法；再依需求选逻辑衔接或压缩冗余的深度提示词；图表标题与图注须单独用规范格式提示词处理。
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你需要用智谱清言对英文论文初稿做专业级语言润色，但直接输入“请润色这段文字”效果差——模型容易过度改写、丢失术语准确性、忽略学科惯例。
基础润色提示词（保术语+顺语法）
第一步：在智谱清言对话框中输入以下完整提示词（复制粘贴，勿删减）：
“You are a native English-speaking academic editor with 15+ years of experience in 【请在此处填入你的学科领域，例如：materials science / computational linguistics / clinical oncology】. Polish the following paragraph for grammar, concision, and academic tone—do not change technical terms, acronyms, or domain-specific phrasing. Preserve all citations (e.g., ‘(Smith et al., 2022)’) and numerical data exactly as written. Output only the revised paragraph—no explanations, no markdown, no extra line breaks.”
第二步：紧接着粘贴你的英文段落（建议单次不超过300词，避免截断）。这一步操作起来很简单，直接把文件拖进去就行。
深度润色提示词（调逻辑+强连贯）
适用于引言、讨论等需强化论证流的段落。先确认你已用基础提示词完成首轮润色，再对结果使用本提示词：
方法一：聚焦逻辑衔接
“Improve the logical flow between sentences in this paragraph. Add appropriate transition words (e.g., ‘Conversely’, ‘Notably’, ‘In contrast to prior work’) only where needed—do not overuse them. Ensure each sentence clearly supports the main claim stated in the first sentence. Keep all terminology and data unchanged.”
方法二：压缩冗余表达
“Rewrite this paragraph to reduce word count by 15–20% without losing meaning or technical precision. Replace nominalizations (e.g., ‘the implementation of’ → ‘implementing’), eliminate redundant adverbs (e.g., ‘very’, ‘clearly’), and convert passive voice to active where subject is known and relevant.”
注意：方法二会删减修饰性副词，若原文中‘significantly’‘robustly’等是统计学结论关键词，需人工核对是否被误删。
图表标题与图注专用提示词
图表文字常被忽略，但审稿人会重点看。单独处理：
“Revise the caption and figure legend below for clarity and concision. Use standard journal formatting: caption starts with ‘Figure X.’ followed by a complete sentence; legend defines all symbols, abbreviations (except universal ones like ‘SEM’), and statistical notation (e.g., ‘error bars = SD’). Do not add interpretations—only factual description.”
粘贴你的原始图注后，模型将输出符合Nature/Science子刊风格的规范表述。
