Two Challenges, One Solution: Robust Multimodal Learning through Dynamic Modality Recognition and Enhancement

Lanxin Bi, Yunqi Zhang, Luyi Wang, Yake Niu, Hui Zhao. Two Challenges, One Solution: Robust Multimodal Learning through Dynamic Modality Recognition and Enhancement. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 12855-12867, Association for Computational Linguistics, 2025. [doi]

Abstract

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