Adding the L1 lexicosemantic features has only a minor effect on accuracy and precision, and a more pronounced effect on recall.
when we test the system on one particular related L1 (Table 8) we observe the opposite effect: with the exception of ES subj data, precision and accuracy improve, suggesting that the error detection system using L1-induced information identifies errors more precisely.