生成型人工智能如何有效应用于政府聊天机器人

Zeteng Lin
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摘要

随着人工智能的快速发展以及机器学习和自然语言处理的突破,智能问答机器人在政务中得到了广泛的应用。本文对广东省政府聊天机器人ChatGPT和文心二字这两大语言模型进行横向比较,分析现有政府聊天机器人和AIGC技术的优缺点。该研究发现,政府聊天机器人和大型语言模型之间存在显著差异。中国的政府聊天机器人仍处于探索阶段,距离实现“智能”还有一段距离。为了更深入地探索政府聊天机器人的未来方向,本研究提出了有针对性的优化路径,以帮助生成式人工智能有效地应用于政府聊天机器人对话。
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How Generative-AI can be Effectively used in Government Chatbots
With the rapid development of artificial intelligence and breakthroughs in machine learning and natural language processing, intelligent question-answering robots have become widely used in government affairs. This paper conducts a horizontal comparison between Guangdong Province's government chatbots, ChatGPT, and Wenxin Ernie, two large language models, to analyze the strengths and weaknesses of existing government chatbots and AIGC technology. The study finds significant differences between government chatbots and large language models. China's government chatbots are still in an exploratory stage and have a gap to close to achieve "intelligence." To explore the future direction of government chatbots more deeply, this research proposes targeted optimization paths to help generative AI be effectively applied in government chatbot conversations.
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