Using our joint inference model, F1 scores of SRL results on Chinese and English text achieve 79.53% and 77.87% respectively, which are 1.52 and 1.74 points higher than the results of baseline monolingual SRL combination systems respectively.
for both Chinese and English SRL systems, we use the 3-best parse trees of Berkeley parser (Petrov and Klein, 2007) and 1-best parse trees of Bikel parser (Bikel, 2004) and Stanford parser (Klein and Manning, 2003) as inputs.