Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images

With the advancement of generation models, AI-generated content (AIGC) is becoming more realistic, flooding the Internet. A recent study suggests that this phenomenon causes source bias in text retrieval for web search. Specifically, neural retrieval models tend to rank generated texts higher than h...

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Hauptverfasser:	Xu, Shicheng, Hou, Danyang, Pang, Liang, Deng, Jingcheng, Xu, Jun, Shen, Huawei, Cheng, Xueqi
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Artificial Intelligence Computer Science - Computer Vision and Pattern Recognition Computer Science - Information Retrieval
Online-Zugang:	Volltext bestellen
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