PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications

Hitesh Laxmichand Patel, Amit Agarwal, Srikant Panda, Hansa Meghwani, Karan Dua, Paul Li, Tao Sheng, Sujith Ravi, Dan Roth 0001. PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications. In Saloni Potdar, Lina Maria Rojas-Barahona, Sébastien Montella, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 - Industry Track, Suzhou, China, November 4-9, 2025. pages 195-214, Association for Computational Linguistics, 2025. [doi]

Authors

Hitesh Laxmichand Patel

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Amit Agarwal

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Srikant Panda

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Hansa Meghwani

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Karan Dua

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Paul Li

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Tao Sheng

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Sujith Ravi

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Dan Roth 0001

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