This work was supported by Contracts HR0011-15-C-0113 and HR0011-18-2-0052 with the US Defense Advanced Research Projects Agency (DARPA).
this isolates the importance of dealing with casing, and makes our observations applicable to situations where modifying the model is not feasible, but retraining is possible.