mlsanityData to 7 Oct 2026

Temporal Dynamics of Emotion and Cognition in Human Translation: Integrating the Task Segment Framework and the HOF Taxonomy

arXiv 2405.03111 ↗First posted 6 May 2024cs.CLcited by 3

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Abstract (arXiv)

The article develops a generative model of the human translating mind, grounded in empirical translation process data. It posits that three embedded processing layers unfold concurrently in the human mind, and their traces are detectable in behavioral data: sequences of routinized/automated processes are observable in fluent translation production, cognitive/reflective thoughts lead to longer keystroke pauses, while affective/emotional states may be identified through characteristic typing and gazing patterns. Utilizing data from the CRITT Translation Process Research Database (TPR-DB), the article illustrates how the temporal structure of keystroke and gaze data can be related to the three assumed hidden mental processing strata. The article relates this embedded generative model to various theoretical frameworks, dual-process theories and Robinson's (2023) ideosomatic theory of translation, opening exciting new theoretical horizons for Cognitive Translation Studies, grounded in empirical data and evaluation.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 4 of its 84 references that are in the map. First posted on arXiv 6 May 2024.

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4 of 84 references.

References · 4

  1. 2022pymdp: A Python library for active inference in discrete state spacescited by 39
  2. 2024A Philosophical Introduction to Language Models -- Part I: Continuity With Classic Debatescited by 22
  3. 2022Path integrals, particular kinds, and strange thingscited by 20
  4. 2023Towards a Bayesian mechanics of metacognitive particles: A commentary on "Path integrals, particular kinds, and strange things" by Friston, Da Costa, Sakthivadivel, Heins, Pavliotis, Ramstead, and Parrcited by 2

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2025: 2; 2026: 1.

3 papers.