Polyglot Semantic Role Labeling
Table 2: Semantic F1 scores (including predicate sense disambiguation) on the CoNLL 2009 dataset. State of the art for Catalan and Japanese is from Zhao2009, for German and Spanish from Roth2016-fn, for English and Chinese from marcheggiani2017gcn. Italics indicate use of syntax.
['[BOLD] Model', 'cat', 'ces', 'deu', 'eng', 'jpn', 'spa', 'zho']
We observe that simple polyglot training improves over monolingual training, with the exception of Czech, where we observe no change in performance.