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I've this sentiment analysis task, where the dataset comprises an image and a comment for prediction. I want to determine if the image is really necessary for the task or not, is there any way I can possibly do that? I was thinking of running whole dataset through two different bert models, comment will be processed from regular bert and an image through visual bert using hugging face library and then comparing the results, is this a feasible thing to do?

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