mlsanityData to 14 Oct 2026

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

arXiv 2507.12208 ↗First posted 16 Jul 2025cs.CLcited by 2

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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.

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.

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2 of 54 references.

References · 2

  1. 2022pymdp: A Python library for active inference in discrete state spacescited by 40
  2. 2024Temporal Dynamics of Emotion and Cognition in Human Translation: Integrating the Task Segment Framework and the HOF Taxonomycited by 3

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Citing papers per year: 2025: 1; 2026: 1.

2 papers.