{"id":718,"date":"2024-06-21T19:28:33","date_gmt":"2024-06-21T11:28:33","guid":{"rendered":"http:\/\/blog.versabot.cn\/?p=718"},"modified":"2025-12-11T16:42:35","modified_gmt":"2025-12-11T16:42:35","slug":"nature-three-ways-chatgpt-helps-me-in-my-academic-writing","status":"publish","type":"post","link":"https:\/\/www.versabot.cn\/blog\/?p=718","title":{"rendered":"Nature: Three ways ChatGPT helps me in my academic writing"},"content":{"rendered":"\n

Generative AI can be a valuable aid in writing, editing and peer review \u2013 if you use<\/strong> it responsibly, says Dritjon Gruda.<\/strong> <\/p>\n\n\n\n

By Dritjon Gruda<\/p>\n\n\n\n

For Dritjon Gruda, artificial-intelligence chatbots have been a huge help in scientific writing and peer review. Credit: Vladimira Stavreva-Gruda<\/strong>
<\/p>\n\n\n\n

Confession time: I use generative artificial intelligence (AI). Despite the debate over whether chatbots are positive or negative forces in academia, I use these tools almost daily to refine the phrasing in papers thatI\u2019ve written, and to seek an alternative<\/strong> assessment of work I\u2019ve been asked to evaluate, as either a reviewer or an editor. AI even helped me to refine this article.<\/strong><\/p>\n\n\n\n

I study personality and leadership at Cat\u00f3lica Porto Business School in Portugal and am an associate editor at Personality and Individual Differences and Psychology of Leaders and Leadership. The value thatI derive from generative AI is notfrom the technology itself blindly churning outtext, butfrom engaging with the tool and using my own expertise to refine whatit produces. The dialogue between me and the chatbot both enhances the coherence of my work and, over time,teaches me how to describe complex topics in a simpler way.<\/strong><\/p>\n\n\n\n

Whether you\u2019re using AI in writing, editing or peer review, here\u2019s how it can do the same for you.<\/strong><\/p>\n\n\n\n

Polishing academic writing<\/strong><\/p>\n\n\n\n

Ever heard the property mantra, \u2018location, location, location\u2019? In the world of<\/strong> generative AI, it\u2019s \u2018context, context, context\u2019.<\/strong><\/p>\n\n\n\n

Contextis king. You can\u2019t expect generative AI \u2014 or anything or anyone,for that<\/strong> matter \u2014 to provide a meaningful response to a question withoutit. When you\u2019re<\/strong> using a chatbotto refine a section of your paper for clarity, start by outlining the context. Whatis your paper about, and whatis your main argument? Jot down your ideas in any format \u2014 even bullet points will work. Then, presentthis information to the generative AI of your choice. Itypically use ChatGPT, made by OpenAI in San Francisco, California, butfor tasks that demand a deep understanding oflanguage nuances, such as analysing search queries or text, I find Gemini, developed by researchers at Google, to be particularly effective. The open-source large language models made by Mixtral, based in Paris, are ideal when you\u2019re working offline but still need assistance from a chatbot.<\/strong><\/p>\n\n\n\n

Regardless of which generative-AItool you choose, the key to success lies in providing precise instructions. The clearer you are, the better. For example, you might write:<\/strong><\/p>\n\n\n\n

ChatGPT\u5b66\u672f\u6da6\u8272\u6307\u4ee4\uff1a<\/mark><\/strong><\/p>\n\n\n\n

\u201cI\u2019m writing a paper on [topic]for a leading [discipline] academic journal. WhatItried<\/strong> to say in the following section is [specific point]. Please rephrase itfor clarity,<\/strong> coherence and conciseness, ensuring each paragraph flows into the next. Remove<\/strong> jargon. Use a professionaltone.\u201d <\/strong><\/mark><\/em><\/p>\n\n\n\n

ChatGPT\u5b66\u672f\u6da6\u8272\u6307\u4ee4\u7ffb\u8bd1\uff1a<\/mark><\/strong><\/p>\n\n\n\n

\u201c\u6211\u6b63\u5728\u4e3a\u4e00\u5bb6\u9886\u5148\u7684(\u5b66\u79d1)\u5b66\u672f\u671f\u520a\u5199\u4e00\u7bc7(\u4e3b\u9898)\u8bba\u6587\u3002\u6211\u5728\u4e0b\u4e00\u8282\u60f3\u8bf4\u7684\u662f[\u5177\u4f53\u70b9]\u3002\u4e3a\u4e86\u6e05\u6670\u3001\u8fde\u8d2f\u548c\u7b80\u6d01\uff0c\u8bf7\u91cd\u65b0\u63aa\u8f9e\uff0c\u786e\u4fdd\u6bcf\u4e00\u6bb5\u90fd\u80fd\u4e0e\u4e0b\u4e00\u6bb5\u8854\u63a5\u3002\u5220\u9664\u672f\u8bed\u3002\u4f7f\u7528\u4e13\u4e1a\u7684\u8bed\u6c14\u3002\u201d<\/mark><\/p>\n\n\n\n

\u5173\u6ce8\u6211\u4eecVersaBot \u5b66\u672f\u5199\u4f5c\u52a9\u624b<\/strong><\/a>\uff0c\u5e76\u63a2\u7d22 ChatGPT \u5728\u63d0\u9ad8\u5199\u4f5c\u6548\u7387\u548c\u6548\u679c\u65b9\u9762\u7684\u6f5c\u529b\u3002<\/p>\n\n\n\n

You can use the same technique again later on,to clarify your responses to reviewer comments.<\/strong><\/p>\n\n\n\n

Remember, the chatbot\u2019s first reply might not be perfect \u2014 it\u2019s a collaborative and iterative process. You might need to refine your instructions or add more information, much as you would when discussing a concept with a colleague. It\u2019s the interaction thatimproves the results. If something doesn\u2019t quite hitthe mark, don\u2019t hesitate to say, \u201cThis isn\u2019t quite whatI meant. Let\u2019s adjustthis part.\u201d Or you can commend its improvements: \u201cThis is much clearer, butlet\u2019s tweak the ending for a stronger transition to the next section.\u201d<\/strong><\/p>\n\n\n\n

This approach can transform a challenging task into a manageable one, filling the page with insights you might not have fully gleaned on your own. It\u2019s like having a conversation that opens new perspectives, making generative AI a collaborative partner in the creative process of developing and refining ideas. Butimportantly, you are using the AI as a sounding board: itis not writing your documentfor you; nor is it reviewing manuscripts.<\/strong><\/p>\n\n\n\n

Elevating peer review<\/strong><\/p>\n\n\n\n

Generative AI can be a valuable tool in the peer-review process. After thoroughly reading a manuscript, summarize key points and areas for review. Then, use the AIto help organize and articulate your feedback (without directly inputting or uploading the manuscript\u2019s text, thus avoiding privacy concerns). For example, you might instructthe AI: <\/strong><\/p>\n\n\n\n

ChatGPT\u540c\u884c\u8bc4\u5ba1\u6307\u4ee4:<\/mark><\/strong><\/p>\n\n\n\n

\u201cAssume you\u2019re an expert and seasoned scholar with 20+ years of academic experience in [field]. On the basis of my summary of a paper in [field], where the main focus is on [generaltopic], provide a detailed review ofthis paper, in the following order:1) briefly discuss its core content;<\/strong> 2)identify its limitations; and<\/strong> 3) explain the significance of each limitation in order ofimportance. Maintain a concise and professionaltone throughout.\u201d<\/strong><\/mark><\/p>\n\n\n\n

ChatGPT\u540c\u884c\u8bc4\u5ba1\u6307\u4ee4\u7ffb\u8bd1:<\/mark><\/strong><\/p>\n\n\n\n

\u201c<\/strong>\u5047\u8bbe\u4f60\u662f\u4e00\u4f4d\u5728\u67d0\u4e00\u9886\u57df\u62e5\u670920\u591a\u5e74\u5b66\u672f\u7ecf\u9a8c\u7684\u4e13\u5bb6\u548c\u8d44\u6df1\u5b66\u8005\u3002\u6839\u636e\u6211\u5bf9[\u9886\u57df]\u7684\u4e00\u7bc7\u8bba\u6587\u7684\u603b\u7ed3\uff0c\u5176\u4e2d\u4e3b\u8981\u5173\u6ce8\u7684\u662f[\u603b\u4e3b\u9898]\uff0c\u5bf9\u8fd9\u7bc7\u8bba\u6587\u8fdb\u884c\u8be6\u7ec6\u7684\u56de\u987e\uff0c\u6309\u4ee5\u4e0b\u987a\u5e8f:1)\u7b80\u8981\u8ba8\u8bba\u5176\u6838\u5fc3\u5185\u5bb9;2)\u8bc6\u522b\u5176\u5c40\u9650\u6027;3)\u6309\u91cd\u8981\u6027\u987a\u5e8f\u89e3\u91ca\u6bcf\u4e2a\u9650\u5236\u7684\u610f\u4e49\u3002\u59cb\u7ec8\u4fdd\u6301\u7b80\u6d01\u548c\u4e13\u4e1a\u7684\u8bed\u6c14\u3002\u201d<\/strong><\/mark><\/p>\n\n\n\n

\u5173\u6ce8\u6211\u4eecVersaBot \u5b66\u672f\u5199\u4f5c\u52a9\u624b<\/strong><\/a>\uff0c\u5e76\u63a2\u7d22 ChatGPT \u5728\u63d0\u9ad8\u5199\u4f5c\u6548\u7387\u548c\u6548\u679c\u65b9\u9762\u7684\u6f5c\u529b\u3002<\/p>\n\n\n\n

I\u2019ve found that AI partnerships can be incredibly enriching;the tools often offer perspectives I hadn\u2019t considered. For instance, ChatGPT excels at explaining and justifying the reasons behind specific limitations thatI had identified in my review, which helps me to grasp the broader implications ofthe study\u2019s contribution. IfI identify methodological limitations, ChatGPT can elaborate on these in detail and suggest ways to overcome them in a revision. This feedback often helps me to connectthe dots between the limitations and their collective impact on the paper\u2019s overall contribution. Occasionally, however, its suggestions are off-base,far-fetched, irrelevant or simply wrong. And thatis why the final responsibility for the review always remains with you. A reviewer must be able to distinguish between whatis factual and whatis not, and no chatbot can reliably do that.<\/strong><\/p>\n\n\n\n

Optimizing editorial feedback<\/strong><\/p>\n\n\n\n

The final area in which I benefitfrom using chatbots is in my role as a journal editor. Providing constructive editorialfeedback to authors can be challenging, especially when you oversee several manuscripts every week. Having personally received countless pieces of unhelpful, non-specific feedback \u2014 such as, \u201cAfter careful consideration, we have decided notto proceed with your manuscript\u201d \u2014 I recognize the importance of clear and constructive communication. ChatGPT has become indispensable in this process, helping me to craft precise, empathetic and actionable feedback without replacing human editorial decisions.<\/strong><\/p>\n\n\n\n

For instance, after evaluating a paper and noting its pros and cons, I mightfeed these into ChatGPT and getitto draft a suitable letter:<\/strong><\/p>\n\n\n\n

ChatGPT\u4f18\u5316\u7f16\u8f91\u53cd\u9988\u6307\u4ee4<\/mark><\/strong><\/p>\n\n\n\n

\u201cOn the basis ofthese notes, draft a letter to the author. Highlightthe manuscript\u2019s key issues and clearly explain why the manuscript, despite its interesting topic, might not provide a substantial enough advancementto merit publication. Avoid jargon. Be direct. Maintain a professional and respectfultone throughout.\u201d <\/mark><\/strong><\/p>\n\n\n\n

ChatGPT\u4f18\u5316\u7f16\u8f91\u53cd\u9988\u6307\u4ee4\u7ffb\u8bd1\uff1a<\/mark><\/strong><\/p>\n\n\n\n

\u201c<\/mark><\/strong>\u5728\u8fd9\u4e9b\u7b14\u8bb0\u7684\u57fa\u7840\u4e0a\uff0c\u8d77\u8349\u4e00\u5c01\u4fe1\u7ed9\u4f5c\u8005\u3002\u5f3a\u8c03\u624b\u7a3f\u7684\u5173\u952e\u95ee\u9898\uff0c\u5e76\u6e05\u695a\u5730\u89e3\u91ca\u4e3a\u4ec0\u4e48\u624b\u7a3f\uff0c\u5c3d\u7ba1\u5b83\u7684\u4e3b\u9898\u5f88\u6709\u8da3\uff0c\u53ef\u80fd\u6ca1\u6709\u63d0\u4f9b\u8db3\u591f\u7684\u5b9e\u8d28\u6027\u8fdb\u5c55\uff0c\u503c\u5f97\u53d1\u8868\u3002\u907f\u514d\u4f7f\u7528\u884c\u8bdd\u3002\u662f\u76f4\u63a5\u7684\u3002\u59cb\u7ec8\u4fdd\u6301\u4e13\u4e1a\u548c\u5c0a\u91cd\u7684\u8bed\u6c14\u3002<\/mark>\u201d<\/mark><\/strong><\/p>\n\n\n\n

\u5173\u6ce8\u6211\u4eecVersaBot \u5b66\u672f\u5199\u4f5c\u52a9\u624b<\/strong><\/a>\uff0c\u5e76\u63a2\u7d22 ChatGPT \u5728\u63d0\u9ad8\u5199\u4f5c\u6548\u7387\u548c\u6548\u679c\u65b9\u9762\u7684\u6f5c\u529b\u3002<\/p>\n\n\n\n

Again, it mighttake a few iterations to getthe tone and contentjust right.<\/strong><\/p>\n\n\n\n

I\u2019ve found thatthis approach both enhances the quality of my feedback and helps to guarantee thatI convey my thoughts supportively. The resultis a more positive and productive dialogue between editors and authors. There is no doubtthat generative AI presents challenges to the scientific community. Butit can also enhance the quality of our work. These tools can bolster our capabilities in writing, reviewing and editing. They preserve the essence of scientific inquiry \u2014 curiosity, criticalthinking and innovation \u2014 while improving how we communicate our research.<\/strong><\/p>\n\n\n\n

Considering the benefits, what are you waiting for?<\/strong><\/p>\n\n\n\n

doi: https:\/\/doi.org\/10.1038\/d41586-024-01042-3<\/em><\/p>\n\n\n\n\n\n\n\n

This is an article from the Nature Careers Community, a place forNature readers to<\/em><\/p>\n\n\n\n

share their professional experiences and advice.<\/em>Guest posts are encouraged<\/em>.<\/em><\/p>\n\n\n\n

\u4e0b\u8f7dPDF\u539f\u6587\uff1a<\/p>\n\n\n\n

PDF\u539f\u6587\u4e0b\u8f7d\u5730\u5740\uff1aThree-ways-ChatGPT-helps-me-in-my-academic-writing.pdf<\/a><\/p>\n\n\n\n