Sadly this does happen with Yahoo so have a read of this as it might be worth a try:
https://help.yahoo.com/kb/SLN2552.html
If they are restored then it would be advisable not to store all your emails in your inbox if this is where they were located, but instead set up separate folders to keep them in.
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