Automatic Measures to Characterise Verbal Alignment in Human-Agent Interaction
Automatic Measures to Characterise Verbal Alignment in Human-Agent Interaction
复制标题
表征人机交互中言语对齐的自动措施
DOI：
10.18653/v1/w17-5510
复制
发表时间：
2017
影响因子：
3.5
通讯作者：
Frédéric Landragin
中科院分区：
文献类型：
--
作者：
G. D. Duplessis;C. Clavel;Frédéric Landragin
这项工作的目的是表征语言对齐过程，以提高虚拟代理的沟通能力。我们提出了基于二元文本对话中表达重复的计算廉价的言语对齐方法。利用这些度量，我们对一个谈判任务中人与人和人- agent的对话进行了对比研究。我们在言语对齐的强度和方向上展示了数量上的差异，这表明我们的方法能够表征言语对齐的重要方面。
This work aims at characterising verbal alignment processes for improving virtual agent communicative capabilities. We propose computationally inexpensive measures of verbal alignment based on expression repetition in dyadic textual dialogues. Using these measures, we present a contrastive study between Human-Human and Human-Agent dialogues on a negotiation task. We exhibit quantitative differences in the strength and orientation of verbal alignment showing the ability of our approach to characterise important aspects of verbal alignment.