Let's have a chat! A Conversation with ChatGPT: Technology, Applications, and Limitations

• URL: http://arxiv.org/abs/2302.13817v4
• Date: Wed, 9 Aug 2023 16:17:08 GMT
• Title: Let's have a chat! A Conversation with ChatGPT: Technology, Applications, and Limitations
• Authors: Sakib Shahriar and Kadhim Hayawi
• Abstract summary: Chat Generative Pre-trained Transformer, better known as ChatGPT, can generate human-like sentences and write coherent essays. Potential applications of ChatGPT in various domains, including healthcare, education, and research, are highlighted. Despite promising results, there are several privacy and ethical concerns surrounding ChatGPT.
• Score: 0.0
• License: http://creativecommons.org/licenses/by/4.0/
• Abstract: The emergence of an AI-powered chatbot that can generate human-like sentences and write coherent essays has caught the world's attention. This paper discusses the historical overview of chatbots and the technology behind Chat Generative Pre-trained Transformer, better known as ChatGPT. Moreover, potential applications of ChatGPT in various domains, including healthcare, education, and research, are highlighted. Despite promising results, there are several privacy and ethical concerns surrounding ChatGPT. In addition, we highlight some of the important limitations of the current version of ChatGPT. We also ask ChatGPT to provide its point of view and present its responses to several questions we attempt to answer.

Related papers

• Exploring ChatGPT and its Impact on Society [7.652195319352287]
  ChatGPT is a large language model that can generate human-like responses in a conversational context. It has the potential to revolutionize various industries and transform the way we interact with technology. However, the use of ChatGPT has also raised several concerns, including ethical, social, and employment challenges.
  arXiv  Detail & Related papers  (2024-02-21T16:44:35Z)
• Exploring ChatGPT's Capabilities on Vulnerability Management [56.4403395100589]
  We explore ChatGPT's capabilities on 6 tasks involving the complete vulnerability management process with a large-scale dataset containing 70,346 samples. One notable example is ChatGPT's proficiency in tasks like generating titles for software bug reports. Our findings reveal the difficulties encountered by ChatGPT and shed light on promising future directions.
  arXiv  Detail & Related papers  (2023-11-11T11:01:13Z)
• Critical Role of Artificially Intelligent Conversational Chatbot [0.0]
  We explore scenarios involving ChatGPT's ethical implications within academic contexts. We propose architectural solutions aimed at preventing inappropriate use and promoting responsible AI interactions.
  arXiv  Detail & Related papers  (2023-10-31T14:08:07Z)
• Primacy Effect of ChatGPT [69.49920102917598]
  We study the primacy effect of ChatGPT: the tendency of selecting the labels at earlier positions as the answer. We hope that our experiments and analyses provide additional insights into building more reliable ChatGPT-based solutions.
  arXiv  Detail & Related papers  (2023-10-20T00:37:28Z)
• Deceptive AI Ecosystems: The Case of ChatGPT [8.128368463580715]
  ChatGPT has gained popularity for its capability in generating human-like responses. This paper investigates how ChatGPT operates in the real world where societal pressures influence its development and deployment. We examine the ethical challenges stemming from ChatGPT's deceptive human-like interactions.
  arXiv  Detail & Related papers  (2023-06-18T10:36:19Z)
• ChatGPT for Us: Preserving Data Privacy in ChatGPT via Dialogue Text Ambiguation to Expand Mental Health Care Delivery [52.73936514734762]
  ChatGPT has gained popularity for its ability to generate human-like dialogue. Data-sensitive domains face challenges in using ChatGPT due to privacy and data-ownership concerns. We propose a text ambiguation framework that preserves user privacy.
  arXiv  Detail & Related papers  (2023-05-19T02:09:52Z)
• Ethical ChatGPT: Concerns, Challenges, and Commandments [5.641321839562139]
  This paper highlights specific ethical concerns on ChatGPT and articulates key challenges when ChatGPT is used in various applications. Practical commandments of ChatGPT are also proposed that can serve as checklist guidelines for those applying ChatGPT in their applications.
  arXiv  Detail & Related papers  (2023-05-18T02:04:13Z)
• To ChatGPT, or not to ChatGPT: That is the question! [78.407861566006]
  This study provides a comprehensive and contemporary assessment of the most recent techniques in ChatGPT detection. We have curated a benchmark dataset consisting of prompts from ChatGPT and humans, including diverse questions from medical, open Q&A, and finance domains. Our evaluation results demonstrate that none of the existing methods can effectively detect ChatGPT-generated content.
  arXiv  Detail & Related papers  (2023-04-04T03:04:28Z)
• Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT [103.57103957631067]
  ChatGPT has attracted great attention, as it can generate fluent and high-quality responses to human inquiries. We evaluate ChatGPT's understanding ability by evaluating it on the most popular GLUE benchmark, and comparing it with 4 representative fine-tuned BERT-style models. We find that: 1) ChatGPT falls short in handling paraphrase and similarity tasks; 2) ChatGPT outperforms all BERT models on inference tasks by a large margin; 3) ChatGPT achieves comparable performance compared with BERT on sentiment analysis and question answering tasks.
  arXiv  Detail & Related papers  (2023-02-19T12:29:33Z)
• A Categorical Archive of ChatGPT Failures [47.64219291655723]
  ChatGPT, developed by OpenAI, has been trained using massive amounts of data and simulates human conversation. It has garnered significant attention due to its ability to effectively answer a broad range of human inquiries. However, a comprehensive analysis of ChatGPT's failures is lacking, which is the focus of this study.
  arXiv  Detail & Related papers  (2023-02-06T04:21:59Z)
• How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection [8.107721810172112]
  ChatGPT is able to respond effectively to a wide range of human questions. People are starting to worry about the potential negative impacts that large language models (LLMs) like ChatGPT could have on society. In this work, we collected tens of thousands of comparison responses from both human experts and ChatGPT.
  arXiv  Detail & Related papers  (2023-01-18T15:23:25Z)

This list is automatically generated from the titles and abstracts of the papers in this site.

This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.