A defined benefit pension plan has been assessed an excise tax for making its required contribution late. Is there any way to appeal or get an abatement of this assessment?

Not likely.

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I have seen PLRs in the past year or two that have relieved them when there is a real mistake of fact. However, if it just due to paying late, as pax said, not likely.