# The Behavioural Translation Style Space: Towards simulating the temporal dynamics of affect, behaviour, and cognition in human translation production

arXiv: https://arxiv.org/abs/2507.12208 · HTML: https://mlsanity.com/paper/2507.12208/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- Builds on 2 of its 54 references that are in the map.
- First posted on arXiv 16 Jul 2025.

## Builds on (most cited first, 2 of 2)

- [pymdp: A Python library for active inference in discrete state spaces](https://mlsanity.com/paper/2201.03904/) (2022)
- [Temporal Dynamics of Emotion and Cognition in Human Translation: Integrating the Task Segment Framework and the HOF Taxonomy](https://mlsanity.com/paper/2405.03111/) (2024)

## Built on by (most cited first, 2 of 2)

- [Assessing Pause Thresholds for empirical Translation Process Research](https://mlsanity.com/paper/2604.01410/) (2026)
- [From Representation to Enactment: The ABC Framework of the Translating Mind](https://mlsanity.com/paper/2511.16811/) (2025)

## Abstract (arXiv)

The paper introduces a novel behavioural translation style space (BTSS) that describes possible behavioural translation patterns. The suggested BTSS is organized as a hierarchical structure that entails various embedded processing layers. We posit that observable translation behaviour - i.e. eye and finger movements - is fundamental when executing the physical act of translation but it is caused and shaped by higher-order cognitive processes and affective translation states. We analyse records of keystrokes and gaze data as indicators of the hidden mental processing structure and organize the behavioural patterns as a multi-layered embedded BTSS. We develop a perspective in which the BTSS serves as the basis for a computational translation agent to simulate the temporal dynamics of affect, behavioural routines and cognition during human translation production.