How to best use Syntax in Semantic Role Labelling
Table 2: Comparison with existing systems. \lx@sectionsign indicates ensemble models.
['[BOLD] Model', '[BOLD] CoNLL’05 WSJ', '[BOLD] CoNLL’05 Brown', '[BOLD] CoNLL’12 Test']
We improve upon the state-of-the-art results for non-ensemble SRL models on in-domain test by 0.6% and 0.2% on CoNLL’05 and CoNLL’12 respectively. Our model also achieves a competitive result on CoNLL’05 Brown Test. Comparing with the strong ensemble model in Ouchi et al.