NCA-GENM Exam Dumps | When building a multimodal model using transformers, you observe that the model struggles to attend to

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Question 92/192

When building a multimodal model using transformers, you observe that the model struggles to attend to the correct image regions when generating text descriptions. Which of the following techniques could you employ to improve the attention mechanism in the model?

A. Increase the number of transformer layers in the text encoder.

B. Use a larger batch size during training.

C. Implement a visual attention mechanism that explicitly guides the model to focus on relevant image regions.

D. Reduce the dimensionality of the image features.

E. Decrease the learning rate.

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