Yes, you can elect to treat your NRA wife as a resident and file a joint return.
If your children lived with your spouse for more than half the year and you are filing a joint return, you would be able to claim them as dependents.
You can answer they were living with you only if they lived with you (or your spouse) for more than half of the year.
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