NCA-GENM Exam Dumps | You are tasked with building a system that can generate captions for images. You want to use a transformer-based

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Question 138/192

You are tasked with building a system that can generate captions for images. You want to use a transformer-based model. During inference, you notice that the model tends to generate repetitive captions. Which of the following decoding strategies could you use to mitigate this issue?

A. Greedy decoding

B. Beam search with a high beam width

C. Beam search with a length penalty

D. Random sampling

E. Top-k sampling

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