ChatGPT Is More Likely to Be Perceived as Male Than Female

May 21, 2023 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Jared Wong, Jin Kim arXiv ID 2305.12564 Category cs.HC: Human-Computer Interaction Cross-listed cs.AI, cs.CL, cs.LG Citations 19 Venue arXiv.org Last Checked 4 months ago
Abstract
We investigate how people perceive ChatGPT, and, in particular, how they assign human-like attributes such as gender to the chatbot. Across five pre-registered studies (N = 1,552), we find that people are more likely to perceive ChatGPT to be male than female. Specifically, people perceive male gender identity (1) following demonstrations of ChatGPT's core abilities (e.g., providing information or summarizing text), (2) in the absence of such demonstrations, and (3) across different methods of eliciting perceived gender (using various scales and asking to name ChatGPT). Moreover, we find that this seemingly default perception of ChatGPT as male can reverse when ChatGPT's feminine-coded abilities are highlighted (e.g., providing emotional support for a user).
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