conftrace_

sociodemographic bia

5 papers

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Co-occurring keywords · papers mentioning both

large language model (3) language model (2) annotator variation (1) false refusal (1) persona assignment (1) subjective perception (1) implicit reasoning bia (1) performance drop (1) debiasing technique (1) persona prompting (1)

Papers

Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions ACL 2025 No for Some, Yes for Others: Persona Prompts and Other Sources of False Refusal in Language Models EMNLP 2025 Reward Model Perspectives: Whose Opinions Do Reward Models Reward? EMNLP 2025 Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs ICLR 2024 Sociodemographic Bias in Language Models: A Survey and Forward Path ACL 2024