Question: Which annotated corpus did they use?
Answer:  FCE test data (41K tokens) and the two alternative annotations of the CoNLL 2014 Shared Task dataset (30K tokens) 
Alternative answer: FCE ,  two alternative annotations of the CoNLL 2014 Shared Task dataset