Qi-Hang Sun

Fully Unsupervised Cross-Lingual Capabilities Enhancement Based on Language-Specific Neurons

Multilingual large language models have shown impressive capabilities in different aspects, but suffer from the performance gaps between dominant languages and low-resource languages. Although fine-tuning methods can be effective solutions, they require high-quality parallel data and substantial computation. To tackle...