ChatGPT: Its Applications and Limitations

Md. Naseef-Ur-Rahman Chowdhury, Ahshanul Haque
{"title":"ChatGPT: Its Applications and Limitations","authors":"Md. Naseef-Ur-Rahman Chowdhury, Ahshanul Haque","doi":"10.1109/CONIT59222.2023.10205621","DOIUrl":null,"url":null,"abstract":"ChatGPT is a state-of-the-art language model that has gained widespread attention due to its ability to generate human-like responses to natural language inputs. The model has been trained on a massive corpus of text data, enabling it to provide quick and accurate responses to a wide range of user queries. However, while ChatGPT has shown impressive capabilities in many areas, it also has its limitations. One of the main challenges with the model is its tendency to produce biased or inappropriate responses based on the input it has been trained on. Additionally, the model’s reliance on statistical patterns in text data means that it may struggle with more nuanced or complex language tasks. Despite these limitations, ChatGPT represents a significant step forward in the development of conversational AI, and its potential applications are vast, from chatbots and customer service to content creation and education. As the technology continues to evolve, we will likely see even more sophisticated language models emerge, with even greater capabilities and fewer limitations.","PeriodicalId":377623,"journal":{"name":"2023 3rd International Conference on Intelligent Technologies (CONIT)","volume":"2 2 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 3rd International Conference on Intelligent Technologies (CONIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CONIT59222.2023.10205621","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

Abstract

ChatGPT is a state-of-the-art language model that has gained widespread attention due to its ability to generate human-like responses to natural language inputs. The model has been trained on a massive corpus of text data, enabling it to provide quick and accurate responses to a wide range of user queries. However, while ChatGPT has shown impressive capabilities in many areas, it also has its limitations. One of the main challenges with the model is its tendency to produce biased or inappropriate responses based on the input it has been trained on. Additionally, the model’s reliance on statistical patterns in text data means that it may struggle with more nuanced or complex language tasks. Despite these limitations, ChatGPT represents a significant step forward in the development of conversational AI, and its potential applications are vast, from chatbots and customer service to content creation and education. As the technology continues to evolve, we will likely see even more sophisticated language models emerge, with even greater capabilities and fewer limitations.
ChatGPT:它的应用和限制
ChatGPT是一种最先进的语言模型,由于它能够对自然语言输入产生类似人类的反应,已经获得了广泛的关注。该模型已经在大量的文本数据语料库上进行了训练,使其能够对广泛的用户查询提供快速准确的响应。然而,尽管ChatGPT在许多领域显示了令人印象深刻的功能,但它也有其局限性。该模型的主要挑战之一是它倾向于根据它所接受的输入产生有偏见或不适当的反应。此外,该模型依赖于文本数据中的统计模式,这意味着它可能难以处理更细微或更复杂的语言任务。尽管存在这些限制,ChatGPT代表了对话式人工智能发展的重要一步,其潜在的应用范围非常广泛,从聊天机器人和客户服务到内容创作和教育。随着技术的不断发展,我们可能会看到更复杂的语言模型出现,具有更大的功能和更少的限制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信