Beyond Surface Imitation: Contrastive Modeling for Reasoning Path Alignment in Multimodal In-Context Learning

Yang, Mingbo, Wang, Wenqiang, Kang, Zhaolu, Chen, Peng, Chen, Yannan, Wang, Sunshang, Xiao, Yan

Open source

DOI
10.48550/arxiv.2609.10177
Published
2026
Container
Not recorded
Publisher
arXiv
Open access
no

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BibTeX

@article{allodium:10.48550/arxiv.2609.10177,
  title = {Beyond Surface Imitation: Contrastive Modeling for Reasoning Path Alignment in Multimodal In-Context Learning},
  author = {Yang, Mingbo and Wang, Wenqiang and Kang, Zhaolu and Chen, Peng and Chen, Yannan and Wang, Sunshang and Xiao, Yan},
  year = {2026},
  doi = {10.48550/arxiv.2609.10177},
  url = {https://doi.org/10.48550/arxiv.2609.10177}
}

RIS

TY  - JOUR
TI  - Beyond Surface Imitation: Contrastive Modeling for Reasoning Path Alignment in Multimodal In-Context Learning
AU  - Yang, Mingbo
AU  - Wang, Wenqiang
AU  - Kang, Zhaolu
AU  - Chen, Peng
AU  - Chen, Yannan
AU  - Wang, Sunshang
AU  - Xiao, Yan
PY  - 2026
DO  - 10.48550/arxiv.2609.10177
UR  - https://doi.org/10.48550/arxiv.2609.10177
ER  - 

APA

Mingbo, Y., Wenqiang, W., Zhaolu, K., Peng, C., Yannan, C., Sunshang, W., & Yan, X. (2026). Beyond Surface Imitation: Contrastive Modeling for Reasoning Path Alignment in Multimodal In-Context Learning. https://doi.org/10.48550/arxiv.2609.10177

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