A Note on Bias to Complete

arXiv:2402.11710v1 Announce Type: new
Abstract: Minimizing social bias strengthens societal bonds, promoting shared understanding and better decision-making. We revisit the definition of bias by discovering new bias types (e.g., societal status) in dynamic environments and describe them relative to context, such as culture, region, time, and personal background. Our framework includes eight hypotheses about bias and a minimizing bias strategy for each assumption as well as five methods as proposed solutions in LLM. The realization of the framework is yet …

abstract arxiv bias bonds context cs.cl culture decision definition dynamic environments framework making social them type types understanding