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Bettina Ziqianqian Wang

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#large language models Oct 2026

Shallow Lexical, Deep Source: A Hierarchical Examination of LLM Bias in News Evaluation

Large language models (LLMs) increasingly mediate how people read the news, but how deeply their evaluations are shaped by textual cues remains unclear. This study manipulated news coverage of the Columbia Gaza campus protests at two levels: a shallow, lexical level (adjective framing: left, right, neutral, original) a...

Bettina Ziqianqian Wang · 0 citations

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