这篇论文给出了AI怎么真正帮词典编纂者干活的具体框架，不是空谈取代，而是四个维度讲清楚怎么合作。
这篇论文提出了一个基于人本AI（HCAI）的框架，用于AI辅助词典编纂。它识别了四个关键维度：增强的词典编纂者、AI整合的社会技术背景、偏见以及AI词典工具的设计。该框架强调AI应增强而非取代词典编纂者，在高自动化水平下保持有意义的人类控制。论文指出要保护专业自主权、减轻AI生成偏见，并围绕词典编纂者的需求设计工具。
Introducing Human-Centeredness in AI-Assisted Lexicography
This paper proposes a human-centered artificial intelligence (HCAI) framework for AI-assisted lexicography. While generative AI offers significant opportunities to enhance lexicographic work, it also raises concerns regarding the future role of lexicographers and the preservation of linguistic and cultural diversity. Drawing on HCAI principles and previous applications in other language professions, the paper identifies four interrelated dimensions through which AI integration in lexicography can be understood and critically examined: the augmented lexicographer, the sociotechnical context of AI integration, bias, and the design of AI-powered lexicographic tools. The framework argues that AI should augment rather than replace lexicographers, combining high levels of automation with meaningful human control. It further emphasizes the importance of preserving professional agency, mitigating AI-generated biases, and designing tools around the needs of lexicographers. By doing so, the paper provides a foundation for future research and the beneficial integration of AI into lexicographic workflows.