Papers with frequency-based hypothesis
Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon (2025.acl-short)
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| Challenge: | Existing studies evaluate whether large language models handle global cultural diversity . however, mechanisms behind cultural knowledge acquisition remain unexplored . |
| Approach: | They propose an interpretable framework to study cultural knowledge transfer in large language models . they observe bidirectional cultural transfer between English and other high-resource languages . |
| Outcome: | The proposed framework ensures training data transparency and controls transfer effects. |