Towards interculturally adaptive conversational AI

IF 2.1 2区 文学 N/A LANGUAGE & LINGUISTICS Applied Linguistics Review Pub Date : 2024-07-01 DOI:10.1515/applirev-2024-0187
Adam Brandt, Spencer Hazel
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Abstract

Among the many ways that AI technologies are becoming embedded in our social worlds is the proliferation of Conversational User Interfaces, such as voice assistants (e.g. Apple Siri and Amazon Alexa), chatbots and voice-based conversational agents. Such conversational AI technologies are designed to draw upon the designers’ understanding of interactional practices employed in human–human conversation, and therefore have implications for intercultural communication (ICC). In this paper, we highlight some of the current shortcomings of conversational AI, and how these relate to ICC. We also draw on findings from Conversation Analysis to discuss how pragmatic norms vary across linguacultural groups (see Risager, Karen. 2019. Linguaculture. In Carol A. Chapelle (ed.). Encyclopedia of applied linguistics. Wiley-Blackwell for a discussion of the term ‘linguaculture’), noting that this poses further challenges for designers of conversational AI systems. We argue that the solution is to work towards what we call interculturally adaptive conversational AI. Finally, we propose a framework for how this can be conceptualised and researched, and argue that researchers with expertise in language and ICC are uniquely placed to contribute to this endeavour.
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实现跨文化自适应对话式人工智能
人工智能技术正以多种方式融入我们的社会世界,其中之一就是对话式用户界面的普及,如语音助手(如苹果 Siri 和亚马逊 Alexa)、聊天机器人和基于语音的对话代理。这些会话式人工智能技术的设计借鉴了设计者对人机对话中交互实践的理解,因此对跨文化交际(ICC)产生了影响。在本文中,我们将强调会话式人工智能目前存在的一些不足,以及这些不足与 ICC 的关系。我们还将借鉴会话分析的研究成果,讨论语用规范在不同语言文化群体中的差异(见 Risager, Karen.2019.Linguaculture.In Carol A. Chapelle (ed.).应用语言学百科全书》。Wiley-Blackwell 对 "语言文化 "一词的讨论),并指出这给对话式人工智能系统的设计者带来了更多挑战。我们认为,解决办法就是努力实现我们所说的跨文化适应性对话式人工智能。最后,我们提出了一个如何将其概念化并加以研究的框架,并认为在语言和 ICC 方面具有专长的研究人员可以为这一努力做出独特的贡献。
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来源期刊
CiteScore
4.20
自引率
7.70%
发文量
81
期刊最新文献
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