By Alexander Gay and Alexandre Kaufman ( October 4, 2018, 9:33 AM EDT) -- Parties to an arbitration often believe that the failure by an arbitral tribunal to address evidence or take evidence into account amounts to a serious irregularity, allowing a court to set the award aside. The short answer to the question is that a failure to address evidence or take evidence into account in an award will almost never amount to a serious irregularity....