NCA-GENM Exam Dumps | You are developing a multimodal sentiment analysis model that combines text reviews and product images.

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Question 88/192

You are developing a multimodal sentiment analysis model that combines text reviews and product images. You observe that the model's performance is significantly better when only text is used, compared to when both text and images are combined. What are the potential reasons for this performance degradation, and how can you address them effectively? (Choose two)

A. The image features are irrelevant to the sentiment expressed in the text.

B. The image features are noisy or of poor quality, confusing the model.

C. The model is overfitting to the image features.

D. The model is not properly aligning the text and image features, leading to conflicting signals.

E. The text encoder is too complex, hindering the model's ability to process image information.

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