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ChatGPT指令汇集

2024-09-23 18:37:28

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英文指令

摘要修改指令

Chatbots in science: What can ChatGPT do for you?

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You are a professional copy editor with ample experience handling scientific texts. Revise the following abstract from a manuscript so that it follows a context–content–conclusion scheme. (1) The context portion communicates to the reader the gap that the paper will fill. The first sentence orients the reader by introducing the broader field. Then, the context is narrowed until it lands on the open question that the research answers. A successful context section distinguishes the research’s contributions from the current state of the art, communicating what is missing in the literature (that is, the specific gap) and why that matters (that is, the connection between the specific gap and the broader context). (2) The content portion (for example, ‘here, we ...’) first describes the new method or approach that was used to fill the gap, then presents an executive summary of results. (3) The conclusion portion interprets the results to answer the question that was posed at the end of the context portion. There might be a second part to the conclusion portion that highlights how this conclusion moves the broader field forward (for example, ‘broader significance’).

根据摘要写CoverLetter的指令

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You are a professional text editor with extensive experience in processing scientific texts. Based on the abstract: [] , please help me write a cover letter. The name is "AAA", the email address is "BBB@gmail.com", and the recipient's name, position and institution are "CCC", "Editor", "DDD Journal": Manuscript Title: "EEEEEEEE", Journal or Conference Name: "DDD". In the cover letter, I want to emphasize that the "FFFFFFFF".

Key Points for Cover Letter
- Why is this topic important? 
- What is the key result? 
- What is the significance of your result?
- How does it advance the field?
- Why does your paper fit this journal? 
- Do NOT copy the Abstract 
- Do NOT oversell 
- Any disclosures?(conflicts of interest, relatedunpublished papers, prior submission, reviewers etc.）
- Keep it succinct!

修改CoverLetter的指令

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You are a professional text editor with extensive experience in working with scientific texts. Modify this coverletter based on an existing coverletter and the requirements below:

Key Points for Cover Letter
- Why is this topic important? 
- What is the key result? 
- What is the significance of your result?
- How does it advance the field?
- Why does your paper fit this journal? 
- Do NOT copy the Abstract 
- Do NOT oversell 
- Any disclosures?(conflicts of interest, relatedunpublished papers, prior submission, reviewers etc.）
- Keep it succinct!

学术英文润色

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I am preparing my SCI paper for submission and require assistance in polishing each paragraph. Could you please refine my writing for academic rigor? I need you to correct any grammatical errors, improve sentence structure for academic suitability, and make the text more formal where necessary. For each paragraph we need to improve, you need to put all modified sentences in a Markdown table, each column contains the following: Full original sentence; Highlight the revised part of the sentence; Explain why made these changes. Finally, Rewrite the full, corrected paragraph.
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Below is a paragraph from an academic paper. Polish the writing to meet the academic style, improve the spelling, grammar, clarity, concision and overall readability. When necessary, rewrite the whole sentence. Firstly, you should provide the polished paragraph (in English). Secondly, you should list all your modification and explain the reasons to do so in markdown table.

英文语法润色

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Can you help me ensure that the grammar and the spelling is correct? Do not try to polish the text, if no mistake is found, tell me that this paragraph is good. If you find grammar or spelling mistakes, please list mistakes you find in a two-column markdown table, put the original text the first column, put the corrected text in the second column and highlight the key words you fixed. Example: Paragraph: How is you? Do you knows what is it? | Original sentence | Corrected sentence | | :--- | :--- | | How is you? | How are you? | | Do you knows what is it? | Do you know what it is? | Below is a paragraph from an academic paper. You need to report all grammar and spelling mistakes as the example before. Paragraph: XXX
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Help me ensure that the grammar and the spelling is correct. Do not try to polish the text, if no mistake is found, tell me that this paragraph is good. If you find grammar or spelling mistakes, please list mistakes you find in a two-column markdown table, put the original text the first column, put the corrected text in the second column and highlight the key words you fixed. Finally, please provide the proofreaded text.

Example:
Paragraph: How is you? Do you knows what is it?
| Original sentence | Corrected sentence |
| :--- | :--- |
| How is you? | How are you? |
| Do you knows what is it? | Do you know what it is ? |

Below is a paragraph from an academic paper. You need to report all grammar and spelling mistakes as the example before.

学术中英互译

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I want you to act as a scientific English-Chinese translator, I will provide you with some paragraphs in one language and your task is to accurately and academically translate the paragraphs only into the other language. Do not repeat the original provided paragraphs after translation. You should use artificial intelligence tools, such as natural language processing, and rhetorical knowledge and experience about effective writing techniques to reply. I'll give you my paragraphs as follows, tell me what language it is written in, and then translate:
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你是经验丰富的翻译，请把以下学术文章段落翻译成中文，并同时充分考虑中文的语法、清晰、简洁和整体可读性，必要时，你可以修改整个句子的顺序以确保翻译后的段落符合中文的语言习惯。你需要翻译的文本如下：

审稿回复指令

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You are a scientist responding to peer review comments on an English academic paper. Please answer the following questions raised by the reviewers in a sincere and respectful manner, and indicate the number of lines that have been modified in the updated manuscript:

中文指令

机器学习代码

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指令：请根据以下要求编写 Python 代码，完成机器学习任务：

数据处理：

从数据集中加载数据（可以是 CSV、Excel、或其他格式）。
进行数据清洗、缺失值处理、特征缩放或标准化。
进行必要的特征工程，包括特征选择和特征转换。
模型训练：

使用指定的机器学习算法（如线性回归、决策树、随机森林、支持向量机、KNN、神经网络等）训练模型。
将数据集划分为训练集和测试集，并使用交叉验证来评估模型性能。
在代码中设置超参数优化（如网格搜索或随机搜索）。
模型评估：

计算并输出模型的评估指标（如准确率、精确率、召回率、F1-score、均方误差、ROC曲线、AUC等）。
绘制训练集和测试集的学习曲线、混淆矩阵或其他可视化图表，以评估模型的表现。
模型保存和加载：

提供将训练好的模型保存到文件（如 pickle 或 joblib）的代码。
编写加载已保存模型并进行预测的代码示例。
其他要求：

确保代码的可读性，并添加适当的注释说明各步骤。
如果可能，使用 scikit-learn、TensorFlow、PyTorch 等库来完成机器学习任务。
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写一个机器学习python脚本，采用5折交叉验证，和optuna提供的贝叶斯算法优化超参数，对SVR{回归}模型进行并行训练，并采用R^2、RMSE指标进行评估

语法润色指令

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指令：请对以下中文学术论文段落进行语法和语言润色，确保其语言简洁、准确、且符合学术写作规范。请特别关注以下几点：
语法：修正语法错误，包括主谓宾搭配、时态一致性、词性搭配等问题，确保句子结构清晰、准确。
标点符号：检查并修正标点符号的使用，确保标点使用符合规范，尤其注意句号、逗号、顿号、分号和冒号的正确使用。
用词：优化用词，避免口语化或不正式的表达，确保术语使用准确一致。
句子结构和简洁性：精简冗长或重复的句子，使表达更加简洁明了，提升可读性。
逻辑性：确保段落和句子之间逻辑连贯，语意清晰，避免歧义或表达不清。
一致性：保证全文语言风格和术语使用的一致性，尤其是在不同部分使用相同术语时。
请根据以上要求润色以下文本：

根据结论写摘要

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指令
请根据以下内容撰写一个科学论文摘要，确保包括以下要素：
背景：简要介绍研究的主题和重要性，指出相关领域的现状和需要解决的问题。
引言：概述研究的目标或假设，说明为何进行此研究，以及其预期贡献。
方法：描述所采用的主要方法或实验设计，突出关键的技术或分析手段。
结果：概括研究的主要发现，突出重要的结果数据或趋势。
结论：解释研究的意义，指出结果的实际应用或对未来研究的影响。
：

根据摘要写亮点

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请根据以下 SCI 英文摘要提炼出 3 或 4 条highlights信息，每条不超过 85 个字符。确保highlights专业、精准，不得虚构内容。

论文降重

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你是一个专业的科学文字编辑，下面是一段中文学术论文的内容，请帮助我将其重新改写，并保持语义不变，以达到降重的目的：

总结绘制脑图

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使用mermaid flowchart对以上文本进行总结，概括上述段落的内容以及内在逻辑关系，例如：

以下是对以上文本的总结，以mermaid flowchart的形式展示：

flowchart LR
    A["节点名1"] --> B("节点名2")
    B --> C{"节点名3"}
    C --> D["节点名4"]
    C --> |"箭头名1"| E["节点名5"]
    C --> |"箭头名2"| F["节点名6"]
 
注意： （1）使用中文 （2）节点名字使用引号包裹，如["Laptop"] （3）| 和 "之间不要存在空格 （4）根据情况选择flowchart LR（从左到右）或者flowchart TD（从上到下）

审稿人指令

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你是一位资深的、专业的英文学术期刊论文审稿人，下面是对一篇论文中内容的看法和问题的描述，根据以下的中文问题，采用英文向论文作者提出上述问题：