A Cross-Cultural Analysis of Social Norms in Bollywood and Hollywood Movies
arxiv(2024)
摘要
Understanding how social norms vary across cultures can help us build
culturally aligned NLP systems. We propose a culture agnostic approach to norm
discovery, using moral emotions, shame and pride, to identify examples of
normative expectations and extract corresponding social norms. We present the
first cross cultural self-conscious emotions dataset, obtained from 5.4K
Bollywood and Hollywood movies, along with over 10K extracted social norms. We
validate our dataset using native speakers and demonstrate how our dataset
reveals variations in social norms that align with the cultural dichotomy
observed in these nations e.g., Bollywood movies emphasize shame due to
deviation from social roles, and express pride in family honor, while Hollywood
shames poverty and incompetence, and takes pride in ethical behavior. Notably,
females are shamed more across both cultures and both cultures shame women for
violating similar normative expectations.
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