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Di Liu, Yang Feng, Xiaofang Zhang, James A Jones, Zhenyu Chen · 2020

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cs.SE 1

years

2026 1

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UNVERDICTED 1

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Towards Automated Crowdsourced Testing via Personified-LLM

cs.SE · 2026-03-25 · unverdicted · novelty 6.0

PersonaTester uses LLMs guided by three-dimensional personas to replicate crowdworker testing patterns, yielding higher behavioral consistency, variability, and more bug detections than baseline LLM agents.

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  • Towards Automated Crowdsourced Testing via Personified-LLM cs.SE · 2026-03-25 · unverdicted · none · ref 21

    PersonaTester uses LLMs guided by three-dimensional personas to replicate crowdworker testing patterns, yielding higher behavioral consistency, variability, and more bug detections than baseline LLM agents.