Papers with X-ICL
Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages (2025.emnlp-main)
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| Challenge: | Recent studies have focused on data-efficient methods, particularly Cross-lingual In-Context Learning (X-ICL) |
| Approach: | They propose a method to improve cross-lingual in-context learning for low-resource languages by using language-specific neurons. |
| Outcome: | The proposed method improves cross-lingual performance on low-resource languages by ensuring full activation of language overlap neurons. |