NUCLE consists of 1,414 essays written by Singaporean students who are nonnative speakers of English.
most of the improvement over the CoNLL-2014 shared task of these works stems from using the parameter tuning tools we introduced in Junczys-Dowmunt and Grundkiewicz (2014).