Using Generative AI to assist you with academic writing

11

October

2023

5/5 (1)

The widespread use of generative AI models has ushered in a transformational era in the field of academic writing. As its use becomes more and more prevalent amongst students and academics, educational institutions have little choice but to adjust their teaching methods to facilitate the use of such powerful mechanisms.

During my bachelor programme I attended a course called Digital Business. One of the most intriguing aspects of this course was the fact that the coordinators have adjusted the syllabus to adapt to students using generative AI for assignments. When it came to the assignments we were presented two options, to use generative AI for writing and receive part of the assignment grade based on the quality of our interactions with the AI, or to refrain from using it altogether but be subject to AI detectors and potential plagiarism claims. In this article, I wanted to present some pro and contra arguments to this topic and link it to my experience.

So, should students use AI for their assignments?

According to Fok & Weld (2023), there are five main ways of interacting with AI to improve writing. First, students can use large language models to generate ideas for their writing. This can be taken further by students guiding the AI through the generated ideas and requesting an initial write-up of the text. Second, students can always rely on its ability to take existing writing from them and add to the beginning, the middle, or the end of a paragraph writing sentences according to the prompter’s writing style. Third, given that students have trouble fully comprehending some written information, AI can assist them by elaborating on the given text and its content. Fourth, students who do not feel confident with the level of their English proficiency can request AIs to recommend alternative words and writing structures for a given segment of text. Lastly, one of the most important features of student-AI interaction is the capacity of writing assistants to present critical feedback on all aspects of the text written by students and to ask questions that can further improve the quality of the final output.

Or should they be wary of using it?

Opponents of using AI for academic writing mainly focus on its questionable nature with regard to the originality of paper and referencing. Some argue that since AI was trained on a a large data set of writings by other authors, it is inevitable that the generated content will be to some degree based on someone else’s work, without attributing credit to the original writers. Therefore, they believe claiming the output of AI as your own work could be viewed as an infringement of intellectual property (Frye, 2023). However, others have claimed that this is incorrect, as AI does not generate precise duplicates of pre-existing creations, they just rely on NLP to create something that builds on the structure and patterns of human writing, and thus is not significantly similar to the works of the others it has been trained on (Frye, 2023).  

How did I do it in my bachelor programme?

As I have mentioned above, during my Digital Business course we were instructed to use generative AI to guide us through the writing process. We were first requested to ask the AI to write the initial text solely based on the title of our topic. Then we had to proceed with interacting with the AI after being given a set of prompts the teachers recommended we use. It mainly included prompts asking for feedback or overall improvement concerning the content or the writing style. What I found the most efficient way was to break down the text into paragraphs, and then one-by-one have the AI write the text given what I thought would make sense to incorporate. Once the whole raw text was done, I proceeded with asking for critical feedback for each paragraph and incorporating the chatbot’s recommendations. Unfortunately, I no longer have access to the exact outcome of the research our teachers were conducting with this assignment, however, they claimed that the assignment grades have significantly improved compared to last year’s grades.

References:

Frye, B. L. (2023). Should using an AI text generator to produce academic writing be plagiarism? Fordham Intellectual Property, Media & Entertainment Law Journal, 33, 947. https://ssrn.com/abstract=4292283

Fok, R., & Weld, D. S. (2023). What can’t large language models do? the future of AI-assisted academic … https://cdn.glitch.global/d058c114-3406-43be-8a3c-d3afff35eda2/paper4_2023.pdf

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Bing, Bard, and ChatGPT: AI Chatbots and Their Approach to Citing their Sources – a Comparison

28

September

2023

5/5 (1)

The content production industry has undergone a revolutionary transformation in recent years, primarily due to significantly increased investments and speed of development in generative AI models. These models can now write code, create art, and write extensive and concise bodies of text. In this article, we will delve into the mystery behind why some of these models appear to be struggling when user text prompts request them to cite the sources used for their output.

Every student’s dream is an AI tool that can write an extensive and comprehensive essay and perfectly do in-text and bibliographical citations, without leaving detectable traces. In my experience, it would have been helpful if it could just recommend scientific papers based on a topic of your choice.

I have attempted to work with OpenAI’s ChatGPT to do this before and I thought it would be interesting to explore this topic so I have decided to try out 3 competing products of generative AI namely Bard, ChatGPT (3.5), and Bing AI.

First I asked Bing’s AI “Why can’t Bard AI list references”. To my surprise without asking for it, Bing AI included in-text citations referring to the websites it took its information from. It further provided other links to learn more about the topic of my question. The website it consistently referred to in its response was legitimate. Additionally, the other websites it mentioned in the “Learn more” box also exist and contain valuable content for further learning.

https://www.bing.com/search?q=Bing+AI&showconv=1&FORM=hpcodx

Then I moved on to Google’s chatbot Bard and asked it a question to see if its approach to answering questions is similar to Bing or if it will hide the sources it uses from users. Indeed, in line with Schwartz (2023), the answer Bing AI gave me, Bard did not seem to list its citations. So, I engaged in further interactions with it and after quite a while, when I asked, “How can generative AI be used for marketing,” it eventually listed two websites as its sources. These websites indeed exist, and once again, similar to Bing AI’s response, Bard only cited the specific website from which it directly quoted.

https://bard.google.com/chat?hl=nl

Lastly, I wanted to talk about my experience with ChatGPT and how OpenAI’s chatbot refers to articles it has used to generate content. Throughout the second half of last year, I have frequently engaged in interactions with ChatGPT to assist me with virtually anything. This included asking for information about the articles that were referenced in generating its responses, as well as requesting recommendations for additional research materials. And I had to quickly realize its capabilities are very limited in this specific domain. To showcase what I mean, I prompted the bot to write an essay and then I gave it instructions to list the sources it has used. The bot kept saying it was incapable of doing so, and that I should look for them myself, but I was not satisfied with this answer, and I kept asking in different ways but to no avail.

https://chat.openai.com/

After tens of minutes of frustrating conversation, I have finally managed to persuade ChatGPT to reference the sources it has used. Nevertheless, as you can see in the picture below, after all that time invested, the reference list it provided was of zero value.

https://chat.openai.com/

Based on my personal experience, the most powerful tool would be one that combines the capabilities of the competing chatbots, maintaining the creativity and criticality of ChatGPT and referencing abilities of Bing – I did not like Bard that much. While writing this article yesterday (27-09-2023), I stumbled across an article – written by Davis (2023) that piqued my interest. OpenAI just announced on Twitter that ChatGPT 4 will be able to access the internet through the new “Browse with Bing” feature available for premium subscribers, he reports. For those interested, the post can be found at the following link: https://twitter.com/OpenAI/status/1707077710047216095?s=20

References:

Schwartz, B. (2023, March 22). Google explains why Bard rarely lists citations and links to content creators. Search Engine Land. https://searchengineland.com/google-explains-why-bard-rarely-lists-citations-and-links-to-content-creators-394635

Davis, W. (2023, September 27). CHATGPT can now search the web in Real time. The Verge. https://www.theverge.com/2023/9/27/23892781/openai-chatgpt-live-web-results-browse-with-bing

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