一作ICML 2026Poster· Social Aspects / Fairness
Knowing Bias, Doing Better: Mitigating Social Bias in LLMs via Know-Bias Neuron Enhancement
Jinhao Pan · Chahat Raj · Anjishnu Mukherjee · Sina Mansouri · Bowen Wei · Shloka Yada · Ziwei Zhu
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Jinhao Pan · Chahat Raj · Anjishnu Mukherjee · Sina Mansouri · Bowen Wei · Shloka Yada · Ziwei Zhu
Chahat Raj · Mahika Banerjee · Jinhao Pan · Aylin Caliskan · Antonios Anastasopoulos · Ziwei Zhu
When a student fails an exam, do we tend to blame their effort or the test’s difficulty? Attribution, defined as how reasons are assigned to event outcomes, shapes perceptions, reinforces stereotypes, and influences decisions. Attribution Theory explains how people attribute causes to internal fa...
Jinhao Pan · Chahat Raj · Ziwei Zhu