cs.AI updates on arXiv.org 08月12日
Strategies of Code-switching in Human-Machine Dialogs
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本文介绍了一项利用聊天机器人完成地图任务的实验,探讨多语码转换在双语语言使用研究中的应用,并分析了参与者在不同码转换策略下的反应。

arXiv:2508.07325v1 Announce Type: cross Abstract: Most people are multilingual, and most multilinguals code-switch, yet the characteristics of code-switched language are not fully understood. We developed a chatbot capable of completing a Map Task with human participants using code-switched Spanish and English. In two experiments, we prompted the bot to code-switch according to different strategies, examining (1) the feasibility of such experiments for investigating bilingual language use, and (2) whether participants would be sensitive to variations in discourse and grammatical patterns. Participants generally enjoyed code-switching with our bot as long as it produced predictable code-switching behavior; when code-switching was random or ungrammatical (as when producing unattested incongruent mixed-language noun phrases, such as `la fork'), participants enjoyed the task less and were less successful at completing it. These results underscore the potential downsides of deploying insufficiently developed multilingual language technology, while also illustrating the promise of such technology for conducting research on bilingual language use.

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多语码转换 双语语言使用 聊天机器人 语言技术 实验研究
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