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Author

Desheng Zheng

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2025

Efficiently Maintaining the Multilingual Capacity of MCLIP in Downstream Cross-Modal Retrieval Tasks

This work systematically investigates the role of token similarity in cross-lingual transferability for image-text retrieval, establishing it as a key factor governing fine-tuning efficacy in MCLIP, and proposes two novel strategies to enhance efficiency while preserving multilinguality.

Fengmao Lyu, Jitong Lei, Guosheng Lin et al. · 2 citations

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