作者位次 #4/9SIGIR 2026Oral· Information Retrieval (Full)
Reconstructing Content with Collaborative Attention for Universal Multimodal Representation Learning
Jiahan Chen · Da Li · Hengran Zhang · Yinqiong Cai · Lixin Su · Jiafeng Guo · Daiting Shi · Dawei Yin · Keping Bi
摘要
Multimodal embedding models, rooted in multimodal large language models (MLLMs), have yielded significant performance improvements across diverse tasks such as retrieval and classification. However, most existing approaches rely heavily on large-scale contrastive learning and offer limited explor...