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.
· Neural Information Processin... · 2 citations