Is ChatGPT Leading Generative AI? What is Beyond Expectations?

Aydın, Ömer; Karaarslan, Enis

doi:10.2139/ssrn.4341500

Cited by 82 publications

(44 citation statements)

References 59 publications

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“…ChatGPT represents a significant leap forward in natural language processing (NLP), employing a largescale, pre-trained neural network to generate human-like responses to user queries [28].…”

Section: Discussionmentioning

confidence: 99%

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Overview of Early ChatGPT’s Presence in Medical Literature: Insights From a Hybrid Literature Review by ChatGPT and Human Experts

Temsah¹,

Khan²,

Chaiah³

et al. 2023

Cureus

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ChatGPT, an artificial intelligence chatbot, has rapidly gained prominence in various domains, including medical education and healthcare literature. This hybrid narrative review, conducted collaboratively by human authors and ChatGPT, aims to summarize and synthesize the current knowledge of ChatGPT in the indexed medical literature during its initial four months. A search strategy was employed in PubMed and EuropePMC databases, yielding 65 and 110 papers, respectively. These papers focused on ChatGPT's impact on medical education, scientific research, medical writing, ethical considerations, diagnostic decisionmaking, automation potential, and criticisms. The findings indicate a growing body of literature on ChatGPT's applications and implications in healthcare, highlighting the need for further research to assess its effectiveness and ethical concerns.

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Section: Discussionmentioning

confidence: 99%

“…The publications also provide a comprehensive list of references, which can be useful for further research. ChatGPT represents a significant leap forward in natural language processing (NLP), employing a large-scale, pre-trained neural network to generate human-like responses to user queries [ 28 ].…”

Section: Reviewmentioning

confidence: 99%

Overview of Early ChatGPT’s Presence in Medical Literature: Insights From a Hybrid Literature Review by ChatGPT and Human Experts

Temsah¹,

Khan²,

Chaiah³

et al. 2023

Cureus

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show abstract

“…The potential impacts of natural language processing AI tools on education and academic publishing are still unpredictable (Aydin et al, 2023). In this study, the author interviewed ChatGPT to learn its viewpoints regarding the issue.…”

Section: Discussionmentioning

confidence: 99%

Holy or Unholy? Interview with Open AI’s ChatGPT

İskender¹

2023

EJTR

130

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In this paper, OpenAI's ChatGPT (Generative Pre-trained Transformer), also known as GPT-3, a machine-learning model that has the ability to generate human-like text, was employed as an interviewee instead of a human subject. The scope of the interview was the impacts of OpenAI's GPT on higher education and academic publishing. Particularly, several questions about the impacts of OpenAI's ChatGPT and other AI-based machine learning models on the hospitality and tourism industry and education were asked. The originality of this paper derives from having the ChatGPT as an interviewee. ChatGPT stated that its use helps instructors delegate monotonous tasks such as grading and focus on more intellectual tasks, and students may utilize ChatGPT to brainstorm ideas. ChatGPT confesses the risk of diminishing critical thinking for students in the case of over-reliance on ChatGPT as well as educational inequalities. For academic work, ChatGPT addressed it cannot be a substitute for human creativity and intellectuality because originality and novelty lack in outputs generated by ChatGPT. The tourism and hospitality industry can benefit from ChatGPT for certain things such as personalized services, content creation, and many more.

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“…A large language model (LLM), ChatGPT (owned by OpenAI and largely funded by Microsoft; van Dis et al, 2023), has captured global headlines in recent months due to its ability to generate text, based on its access to a wealth of Internet‐based knowledge, that is as intelligible (if not more) than human‐written text (Elkins & Chun, 2020; Gao et al, 2022). It is as generative pre‐trained architecture transformer, based on a vast neural network system and using natural language processing and machine and deep learning technologies that gives it the capacity to translate languages, generate and summarizing articles, write stories and poems, write programming codes, and answer prompts (Aydın & Karaarslan, 2023; Taecharungroj, 2023). In our opinion, it creates output at a speed faster than any human can imagine doing such work.…”

Section: Ai‐based Authorship: Does It Have Authorship Rights?mentioning

confidence: 99%

Human‐ and AI‐based authorship: Principles and ethics

Silva

Tsigaris

2023

Learned Publishing

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recommendations for authorship are the dominant guidelines that guide who, and under what circumstances, an individual can be an author of an academic paper.• Large language models (LLMs) and AI, like ChatGPT, given their ability and versatility, pose a challenge to the human-based authorship model.• Several journals and publishers have already prohibited the assignment of authorship to AI, LLMs, and even ChatGPT, not recognizing them as valid authors.• We debate this premise, and asked ChatGPT to opine on this issue. ChatGPT considers itself as an invalid author.• We applied the CRediT criteria to AI, finding that it was definitively able to satisfy three out of the 14 criteria, but only in terms of assistance. This was validated by ChatGPT itself.

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Is ChatGPT Leading Generative AI? What is Beyond Expectations?

Cited by 82 publications

References 59 publications

Overview of Early ChatGPT’s Presence in Medical Literature: Insights From a Hybrid Literature Review by ChatGPT and Human Experts

Overview of Early ChatGPT’s Presence in Medical Literature: Insights From a Hybrid Literature Review by ChatGPT and Human Experts

Holy or Unholy? Interview with Open AI’s ChatGPT

Human‐ and AI‐based authorship: Principles and ethics

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