The emergence of Generative Artificial Intelligence (AI) and Large Language Models (LLMs) has marked a new era of Natural Language Processing (NLP), introducing unprecedented capabilities that are revolutionizing various domains. This paper explores the current state of these cutting-edge technologies, demonstrating their remarkable advancements and wide-ranging applications. Our paper contributes to providing a holistic perspective on the technical foundations, practical applications, and emerging challenges within the evolving landscape of Generative AI and LLMs. We believe that understanding the generative capabilities of AI systems and the specific context of LLMs is crucial for researchers, practitioners, and policymakers to collaboratively shape the responsible and ethical integration of these technologies into various domains. Furthermore, we identify and address main research gaps, providing valuable insights to guide future research endeavors within the AI research community.

本研究探讨了生成性人工智能和大型语言模型在自然语言处理领域的最新进展，填补了技术基础、应用和挑战方面的研究空白。论文提出了这些技术的生成能力的重要性，并提供了对未来研究方向的指导，促进负责任和伦理的技术整合。研究结果表明，这些技术在各个领域的广泛应用潜力。 

生成性人工智能与大型语言模型的最新进展：现状、挑战与展望