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An Active Inference Agent for Simulating Human Translation Processes in a Hierarchical Architecture: Integrating the Task Segment Framework and the HOF taxonomy

2024-05-06 02:07:13
Michael Carl
arXiv_CL
       
Abstract

In this paper, we propose modelling human translation production as a hierarchy of three embedded translation processes. The proposed architecture replicates the temporal dynamics of keystroke production across sensorimotor, cognitive, and phenomenal layers. Utilizing data from the CRITT TPR-DB, the Task Segment Framework, and the HOF taxonomy, we demonstrate the temporal breakdown of the typing flow on distinct timelines within these three layers.

Abstract (translated)

在本文中，我们提出了一种将人类翻译生产建模为三个嵌入式翻译过程的层次结构的方法。所提出的架构复制了在感觉运动、认知和表象层中，敲击生产的时间动态。利用CRITT TPR-DB数据集、任务分割框架和HOF分类学数据，我们证明了在这些三个层中，敲击流的时间分解。

URL

https://arxiv.org/abs/2405.03111

PDF

https://arxiv.org/pdf/2405.03111.pdf

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