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Chen Cecilia Liu

2 accepted papers

2025

Cultural Learning-Based Culture Adaptation of Language Models

ACL 2025long

Adapting large language models (LLMs) to diverse cultural values is a challenging task, as existing LLMs often reflect the values of specific groups by default, and potentially cause harm to others. In this paper, we present CLCA, a novel framework for enhancing LLM alignment with cultural values ba…

2025

From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs

EMNLP 2025

Adapting cultural values in Large Language Models (LLMs) presents significant challenges, particularly due to biases and data limitations. Previous work aligns LLMs with different cultures using survey data, primarily from the World Values Survey (WVS). However, it remains unclear whether this appro