What is the best way to tackle OOV

There are multiple ways for handling the OOV issue like copy mechanism, BPE.

I would like to get some pointers is there other ways that I am not familiar with.

Also I see copy mechanism is not that popular now a days. What is the rationale for that? I see all models are using BPE instead.

Would like to get some rationale about all these.

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