Although the addition of the L1 lexico-semantic features does not have a significant effect on the accuracy and precision, the system achieves an absolute improvement in recall of up to 12.71% (on RU dobj ).
the system that uses L1 lexico-semantic features is able to find more errors in the data originating with a set of different L1s.