NCA-GENM Exam Dumps | You're working on a multimodal AI system that combines text and image dat a. You're using a contrastive

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Question 38/192

You're working on a multimodal AI system that combines text and image dat a. You're using a contrastive learning approach to learn joint embeddings of text and images. However, you notice that the system performs well on seen image-text pairs but poorly on unseen combinations. What technique MOST directly addresses this generalization problem?

A. Increasing the embedding dimension-

B. Using a larger batch size during training.

C. Implementing hard negative mining.

D. Decreasing the temperature parameter in the contrastive loss.

E. Using a simpler model architecture-

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