NCA-GENM Exam Dumps | You're building a multimodal model that takes images and text as input. You notice that your model is

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Question 115/192

You're building a multimodal model that takes images and text as input. You notice that your model is heavily biased towards the text modality, essentially ignoring the visual input. Which of the following strategies could you employ to address this modality imbalance? (Select TWO)

A. Increase the learning rate for the text encoder.

B. Use a modality-specific loss function, weighting the loss from the visual modality more heavily.

C. Reduce the size of the visual encoder.

D. Implement a gating mechanism that dynamically adjusts the contribution of each modality based on the input.

E. Remove the text modality entirely.

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