Social bias is a statistically significant cause of faithfulness hallucinations in LLMs, with anti-stereotypical contexts increasing errors and pro-stereotypical contexts decreasing them.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Exploring Causal Effect of Social Bias on Faithfulness Hallucinations in Large Language Models
Social bias is a statistically significant cause of faithfulness hallucinations in LLMs, with anti-stereotypical contexts increasing errors and pro-stereotypical contexts decreasing them.