How to Use AI Without Getting Your Paper Rejected
Blog Highlights:
- AI-assisted writing is acceptable in research, provided there’s no over-reliance on AI tools
- Ideas must originate from you; let AI simply enhance your words and not completely take over your critical thinking abilities.
- Always check journal/publisher guidelines pertaining to the use of AI tools and remember to correctly disclose their usage.
AI vs Gen AI: What’s the difference?
AI tools accepted in research paper writing (And those that could get your paper rejected)
What is the issue with using AI tools in research work?
Introduction
Artificial intelligence (AI) tools are no longer alienated from the research landscape. And authors are not entirely new to usage of tools. Yet, many hesitate when it comes to AI. If you’ve ever been bothered by questions like:
- Will my paper be rejected if use AI tools to write it?
- Have publishers banned AI usage altogether?
- Will I be compromising on scientific integrity if I start using AI tools?
it is time to get some clear answers!
AI vs Gen AI: What’s the Difference?
Generative AI (colloquially referred to as gen AI) is a branch of AI dedicated to creating or generating new content. Gen AI tools are trained on large language models (LLMs) to output content based on patterns learned from the data fed into them. This output resembles content created by humans.
Examples of generative AI tools:
- Claude, ChatGPT (primarily for writing)
- Sora, Grok (image and video generators)
- AlphaFold (protein structure prediction)
- Soundraw, MusicGen (music generators)
Gen AI tools are great for generating ideas and are highly effective in different fields. But when it comes to research, the use of generative AI raises concerns around integrity.
- AI tools merely support or assist researchers
- Gen AI tools could overpower a researcher’s critical thinking
So, it is crucial for researchers to learn how to use AI tools as assistants.
What is AI-Assisted Writing?
Any writing tool that only supports you to enhance your ideas without generating new content on its own can be termed as an AI assistant for writing. In the scientific community, tools like Paperpal are regarded as highly efficient and effective for clear, error-free writing without overpowering the author’s voice [1].
Here are a few features you should prioritize when looking for the best AI writing tools:
- Gives a structured outline of a first draft, which you have to then populate
- Edits the text written by you for language, grammar, and consistency
- Aids in paraphrasing your words for improved fluency, simplification, and enhanced academic tone
- Rather than writing for you, it prompts you to input ideas, brainstorm, and expand on paragraphs the way you see fit
- Has the option to translate from your native language to English (especially useful if English is not your first language)
Most importantly, ensure that the AI tool is specially designed to assist scientific researchers and is not a general AI writing tool.
AI Tools Accepted in Research Paper Writing (And Those That Could Get Your Paper Rejected)
This brings us to AI tools that are typically accepted by publishers, with clear disclosures of course, and those that are best avoided in research writing.
Say yes to
- Paperpal, Grammarly, Jenni AI: best for writing assistance
- RDiscovery, Consensus, Litmaps: best for literature search and reference management
- Julius AI, PowerDrill AI: best for data analysis and visualization
Say no to
- ChatGPT
- Claude
- Perplexity AI
- Any undisclosed AI tool
What is the Issue with Using AI Tools in Research Work?
Authors have been using tools way before AI was prevalent. For example, the spelling and grammar check on your Word document has been helping you correct basic writing errors without raising concerns about research integrity. Why is it then that only AI tools face criticism?
Truth is, it’s not the tools that are blamed but how they are utilized, or rather exploited, that gets criticized. The issue is not with using AI tools but “misusing” them in your research work. The scientific community has accepted that AI tools can ease several tasks, saving valuable time for authors, reviewers, and publishers alike. So, when used within set guidelines, AI tools are a boon!
Another critical issue is AI hallucinations. Generative AI tools tend to craft false references that look like genuine research papers. Imagine listing a work that does not exist in real life as something you referred for your research work without cross-checking its authenticity! Without a doubt, that’s a swift path for paper rejection.
To summarize:
- Keep that human oversight intact whenever AI tools are used.
- Avoid using gen AI tools for research writing as it could compromise integrity.
- Always disclose the names of tools used and clarify how they assisted in your research.
- Double-check journal guidelines before incorporating AI tools in your research. It’s best to know what’s allowed and what’s not well in advance to avoid compliance issues.
Don’t let your doubts of AI tool usage come in the way of paper publishing. Get an expert-driven pre-submission check with comprehensive formatting at Editage’s Desk Rejection Shield Service and clear that first hurdle in journal publishing!
Reference
1. 12 AI tools tested by actual researchers https://www.linkedin.com/posts/emmanueltsekleves_phdresearch-aiinresearch-doctoralresearch-share-7442202333117132800-NcdD/
