Large language models have revolutionized the field of artificial intelligence and have been used in various applications. Among these models, ChatGPT (Chat Generative Pre-trained Transformer) has been developed by OpenAI, it stands out as a powerful tool that has been widely adopted. ChatGPT has been successfully applied in numerous areas, including chatbots, content generation, language translation, personalized recommendations, and even medical diagnosis and treatment. Its success in these applications can be attributed to its ability to generate human-like responses, understand natural language, and adapt to different contexts. Its versatility and accuracy make it a powerful tool for natural language processing (NLP). However, there are also limitations to ChatGPT, such as its tendency to produce biased responses and its potential to perpetuate harmful language patterns. This article provides a comprehensive overview of ChatGPT, its applications, advantages, and limitations. Additionally, the paper emphasizes the importance of ethical considerations when using this robust tool in real-world scenarios. Finally, This paper contributes to ongoing discussions surrounding artificial intelligence and its impact on vision and NLP domains by providing insights into prompt engineering techniques.
翻译:大型语言模型已经彻底改变了人工智能领域,并被应用在各种领域。这些模型中,由 OpenAI 开发的ChatGPT(Chat Generative Pre-trained Transformer)作为一个强大的工具已经被广泛采用。ChatGPT 已经成功应用于许多领域,包括聊天机器人、内容生成、语言翻译、个性化推荐,甚至医疗诊断和治疗。其在这些应用中的成功可以归因于其生成类似于人类响应的能力、理解自然语言的能力以及适应不同场景的能力。其多功能性和准确性使其成为自然语言处理(NLP)中强大的工具。然而,ChatGPT 也存在局限性,例如其倾向于产生有偏差的响应和其可能延续有害的语言模式。本文全面介绍了 ChatGPT 的应用、优势和局限性。此外,本文强调了在真实应用中使用这个强大工具时道德考虑的重要性。最后,本文通过提供提示工程技术的见解,为关于人工智能及其对视觉和 NLP 领域影响的讨论做出贡献。