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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Xuejie Zhang

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Conference Open access Jul 2026

DICA: Dual-Indicator Guided Contrastive Alignment in Multimodal Large Language Models

Experimental results across multiple benchmarks demonstrate that DICA consistently outperforms existing approaches and substantially reduces hallucinations, highlighting the effectiveness of indicator-driven intervention in improving multimodal inference reliability.

Hao Yang, Jin Wang, Xuejie Zhang · 0 citations

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