Linguistic Variations in ChatGPT

Authors

Keywords:

Language Variation, Artificial Intelligence, ChatGPT

Abstract

Artificial Intelligence (AI) has experienced exponential development in recent years. ChatGPT developed by OpenAI has succeeded in providing an important benchmark in language development models that are able to understand how humans think. With users reaching 100 million worldwide, chatGPT is considered capable of answering society's current needs for fast and accurate information. It is interesting to examine how linguistic variations include input from users and the feedback given. This research uses a case study method by entering linguistic variations as text input and looking at linguistic aspects of GPT chat responses. The research results show that overall, chatGPT is very dependent on user text input in providing feedback, the more complete the commands and information entered, the more specific the response given by chatGPT. Another finding was that chatGPT was able to produce responses with diction choices with academic and informative nuances, but on the other hand there was minimal variation in synonyms; and be able to understand and apply Indonesian language rules well and correctly in the resulting text

References

Ali, J. K. M., Shamsan, M. A. A., Hezam, T. A., & Mohammed, A. A. Q. (2023). Impact of ChatGPT on Learning Motivation: Journal of English Studies in Arabia Felix, 2(1). https://doi.org/10.56540/jesaf.v2i1.51

Ali, J. K. M., Shamsan, M. A. A., Hezam, T. A., & Mohammed, A. A. Q. (2023). Impact of ChatGPT on Learning Motivation: Journal of English Studies in Arabia Felix, 2(1). https://doi.org/10.56540/jesaf.v2i1.51

Allison, M. (2023, February 8). AI is about to make Google Translate a whole lot smarter |. Digital Trends. https://www.digitaltrends.com/mobile/google-translate-ai-features-announce-news/

Cotton, D. R. E., Cotton, P. A., & Shipway, J. R. (2023). Chatting and cheating: Ensuring academic integrity in the era of ChatGPT. Innovations in Education and Teaching International. https://doi.org/10.1080/14703297.2023.2190148

Crowe, S., Cresswell, K., Robertson, A., Huby, G., Avery, A., & Sheikh, A. (2011). The case study approach. BMC Medical Research Methodology, 11(1), 100. https://doi.org/10.1186/1471-2288-11-100

Duerte, F. (2023). Number of ChatGPT Users (2023). Exploding Topics. https://explodingtopics.com/blog/chatgpt-users

Floridi, L., & Cowls, J. (2022). A unified framework of five principles for AI in society. In Machine Learning and the City: Applications in Architecture and Urban Design. https://doi.org/10.1002/9781119815075.ch45

Guiness, H. (2023). How does ChatGPT work? Here’s the human-written answer for how ChatGPT works. Zapier. https://zapier.com/blog/how-does-chatgpt-work/

Howard, A., Hope, W., & Gerada, A. (2023). ChatGPT and antimicrobial advice: the end of the consulting infection doctor? The Lancet Infectious Diseases. https://doi.org/10.1016/s1473-3099(23)00113-5

HS Kumar, A. (2023). Analysis of ChatGPT Tool to Assess the Potential of its Utility for Academic Writing in Biomedical Domain. Biology, Engineering, Medicine and Science Reports, 9(1). https://doi.org/10.5530/bems.9.1.5

Jayantini, I. G. A. S. R., Ariyaningsih, N. N. D., & Umbas, R. (2021). Variasi Bahasa dan Diksi dalam Pesan Sosial Pandemi Covid-19 Berbahasa Bali. Jurnal TUTUR, 7(1).

McCombes, S. (2023). What Is a Case Study? (Definition, Examples & Methods). Scribbr. https://www.scribbr.com/methodology/case-study/

Patton, M. Q. (2002). Qualitative Research and Evaluation Methods. Sage Publications inc.

Robert, & Cai. (2023). ChatGPT Statistics 2023 (All the latest statistics about OpenAI’s chatbot). Tool Tester. https://www.tooltester.com/en/blog/chatgpt-statistics/

Safaah, T. N., Andayani, & Wardani, N. E. (2020). Makna Leksikal, Gramatikal dan Kontekstual pada Slogan Kementerian Kelautan dan Perikanan (Studi Makna dan Relevansinya sebagai Bahan Ajar Linguistik). Pendidikan Bahasa Dan Sastra Indonesia, 5(1).

Shahriar, S., & Hayawi, K. (2023). Let’s have a chat! A Conversation with ChatGPT: Technology, Applications, and Limitations. ArXiv Preprint ArXiv:2302.13817.

Shiri, A. (2023). ChatGPT and Academic Integrity. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4360052

Stokel-Walker, C. (2023). ChatGPT listed as author on research papers: many scientists disapprove. Nature, 613(7945), 620–621. https://doi.org/10.1038/d41586-023-00107-z

Xue, V. W., Lei, P., & Cho, W. C. (2023). The potential impact of ChatGPT in clinical and translational medicine. Clinical and Translational Medicine, 13(3). https://doi.org/10.1002/ctm2.1216

Zhai, X. (2023). ChatGPT User Experience: Implications for Education. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4312418

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Published

2023-12-31