Is Reasoning Always Useful? Rethinking Reasoning Utility in Universal Multimodal Embeddings

Fan, Wenxiao, Fu, Jingling, Liu, Luohang, Shan, Xinyuan, Ma, Lichen, He, Yu, Huang, Junshi, Li, Yan, Li, Kan

Open source

DOI
10.48550/arxiv.2609.29560
Published
2026
Container
Not recorded
Publisher
arXiv
Open access
yes

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BibTeX

@article{allodium:10.48550/arxiv.2609.29560,
  title = {Is Reasoning Always Useful? Rethinking Reasoning Utility in Universal Multimodal Embeddings},
  author = {Fan, Wenxiao and Fu, Jingling and Liu, Luohang and Shan, Xinyuan and Ma, Lichen and He, Yu and Huang, Junshi and Li, Yan and Li, Kan},
  year = {2026},
  doi = {10.48550/arxiv.2609.29560},
  url = {https://doi.org/10.48550/arxiv.2609.29560}
}

RIS

TY  - JOUR
TI  - Is Reasoning Always Useful? Rethinking Reasoning Utility in Universal Multimodal Embeddings
AU  - Fan, Wenxiao
AU  - Fu, Jingling
AU  - Liu, Luohang
AU  - Shan, Xinyuan
AU  - Ma, Lichen
AU  - He, Yu
AU  - Huang, Junshi
AU  - Li, Yan
AU  - Li, Kan
PY  - 2026
DO  - 10.48550/arxiv.2609.29560
UR  - https://doi.org/10.48550/arxiv.2609.29560
ER  - 

APA

Wenxiao, F., Jingling, F., Luohang, L., Xinyuan, S., Lichen, M., Yu, H., Junshi, H., Yan, L., & Kan, L. (2026). Is Reasoning Always Useful? Rethinking Reasoning Utility in Universal Multimodal Embeddings. https://doi.org/10.48550/arxiv.2609.29560

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