Biased prompts change the evidence an LLM fact-checker retrieves but barely change its verdicts, while safety refusals create an asymmetric negative bias in evidence collection.
In Companion Proceedings of the ACM Web Conference 2024, WWW ’24, page 883–886, New York, NY , USA
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(Fact) Check Your Bias
Biased prompts change the evidence an LLM fact-checker retrieves but barely change its verdicts, while safety refusals create an asymmetric negative bias in evidence collection.