用于自然语言生成的具有对齐能力的微规划器

Hendrik Buschmeier, K. Bergmann, S. Kopp
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引用次数: 40

摘要

对话者对齐是一种众所周知的心理语言学现象,它与一般的对话系统,特别是自然语言生成有着很大的关系。在本文中,我们提出了具有对准能力的微规划器SPUD素数。使用基于启动的交互式对齐模型,它足够灵活,可以高度模拟人类说话者的对齐行为。这将允许进一步研究哪些参数对模型对齐很重要,以及当计算机与用户对齐时,人机交互如何变化。
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An Alignment-Capable Microplanner for Natural Language Generation
Alignment of interlocutors is a well known psycholinguistic phenomenon of great relevance for dialogue systems in general and natural language generation in particular. In this paper, we present the alignment-capable microplanner SPUD prime. Using a priming-based model of interactive alignment, it is flexible enough to model the alignment behaviour of human speakers to a high degree. This will allow for further investigation of which parameters are important to model alignment and how the human--computer interaction changes when the computer aligns to its users.
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