Author

Dong Chen

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Preprint Aug 2026

Disentangled Contrastive Learning for Zero-Shot Multilingual Dense Retrieval

A disentangled contrastive learning~(DCL) method for multilingual dense retrieval by separating multilingual representations into semantic and linguistic subspaces based on hierarchical semantic alignment and language debiasing contrastive learning to reduce language-induced interference in semantic matching.

Chao Huang, Yufeng Chen, Changhao Guan et al. · 0 citations