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Human Performance Modeling with Natural Language (HPM-NL) for Upper-limb Prostheses: Generative pre Trained Transformer (GPT)-Based Rapid HPM Under Low Hallucination

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Proceedings of the Human Factors and Ergonomics Society Annual Meeting

Published online on

Abstract

Proceedings of the Human Factors and Ergonomics Society Annual Meeting, Volume 69, Issue 1, Page 573-578, September 2025.
This preliminary study presents HPM-NL, a natural-language-based cognitive modeling tool developed to estimate task completion time (TCT) for upper-limb prosthesis tasks, specifically the clothespin relocation test (CRT). HPM-NL integrates logic from ...