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ChatGPT: Its Applications and Limitations

Md Naseef-Ur-Rahman Chowdhury, Ahshanul Haque

202327 citationsDOI

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.

Topics & Concepts

Computer scienceLanguage modelNatural languageNatural language understandingLanguage understandingData scienceService (business)Artificial intelligenceRange (aeronautics)Natural (archaeology)Human–computer interactionState (computer science)Natural language processingEngineeringProgramming languageEconomicsAerospace engineeringHistoryArchaeologyEconomyTopic ModelingArtificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications
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