From human writing to artificial intelligence generated text: examining the prospects and potential threats of ChatGPT in academic writing
От человеческого письма к текстам, сгенерированным искусственным интеллектом: перспективы и потенциальные угрозы ChatGPT в академическом письме
2023-01-01
SCID: 54.1/u7mxmz5d
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AI-generated textChatGPTacademic writingethical considerationsnatural language processing
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Abstract (AI)
Natural language processing (NLP) has been studied in computing for decades. Recent technological advancements have led to the development of sophisticated artificial intelligence (AI) models, such as Chat Generative Pre-trained Transformer (ChatGPT). These models can perform a range of language tasks and generate human-like responses, which offers exciting prospects for academic efficiency. This manuscript aims at (i) exploring the potential benefits and threats of ChatGPT and other NLP technologies in academic writing and research publications; (ii) highlights the ethical considerations involved in using these tools, and (iii) consider the impact they may have on the authenticity and credibility of academic work. This study involved a literature review of relevant scholarly articles published in peer-reviewed journals indexed in Scopus as quartile 1. The search used keywords such as "ChatGPT," "AI-generated text," "academic writing," and "natural language processing." The analysis was carried out using a quasi-qualitative approach, which involved reading and critically evaluating the sources and identifying relevant data to support the research questions. The study found that ChatGPT and other NLP technologies have the potential to enhance academic writing and research efficiency. However, their use also raises concerns about the impact on the authenticity and credibility of academic work. The study highlights the need for comprehensive discussions on the potential use, threats, and limitations of these tools, emphasizing the importance of ethical and academic principles, with human intelligence and critical thinking at the forefront of the research process. This study highlights the need for comprehensive debates and ethical considerations involved in their use. The study also recommends that academics exercise caution when using these tools and ensure transparency in their use, emphasizing the importance of human intelligence and critical thinking in academic work.
Key Findings
1
ChatGPT and similar NLP technologies can enhance academic writing and research efficiency
2
Ethical considerations are crucial when employing ChatGPT in academic writing, requiring transparency and caution
3
Human intelligence and critical thinking must remain central in the research and writing process despite AI assistance
4
The study's quasi-qualitative literature review (Scopus Q1 sources) indicates need for comprehensive debates on AI tools' threats and limitations
5
Use of AI-generated text raises concerns about authenticity and credibility of academic work
Research Object
ChatGPT and other NLP-based AI text generation models used in academic writing and research publications
Research Subject
Prospects, benefits, threats, ethical considerations, and impact on authenticity and credibility of academic writing when using these AI text-generation tools
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2023-01-01
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